The Road Transport Department (JPJ) has launched a new design of the Malaysian Driving License (LLM) cards, which has enhanced security features. According to the JPJ director-general, Datuk Aedy Fadly Ramli, the new version of the LLM card was distributed in stages starting 21 May. Physical printing of the latest version of the card is […] The post JPJ Launches New Driving License With Advanced Security Enhancements appeared first on Lowyat.NET.  ( 16 min )

As hinted by its recent SIRIM listing, vivo has confirmed that the Y19s Pro will soon be coming to Malaysia. The company’s official website has posted a teaser of the upcoming phone along with its colours and configurations. The Y19s Pro will be coming in 6GB+128GB and 8GB+256GB options in blue, silver, and black colourways. […] The post vivo Y19s Pro Officially Coming To Malaysia Soon appeared first on Lowyat.NET.  ( 16 min )

It was quite a long time ago when it was first announced that cashback rewards company ShopBack announced its support for the TNG eWallet. Now, it’s finally time for the reverse to happen, as TNG Digital has announced that its eWallet now has ShopBack integrated into itself instead. With this partnership, comes the new “Shop […] The post TNG eWallet Gets ShopBack Integration For Cashback Rewards appeared first on Lowyat.NET.  ( 16 min )

In addition the launch of its C2 Surveillance systems, Synology also launched its PAS7700 active-active NVMe all-flash storage solutions at Computex 2025. Specs-wise, the PAS7700 integrates two controllers, is able to house 48 NVMe SSDs within a 4U chassis, and has the ability to scale up to 1.65 Petabytes (PB) of raw capacity, with enough […] The post Synology Launches PAS7700 All-Flash Storage Solution At Computex 2025 appeared first on Lowyat.NET.  ( 15 min )

Alcatel started hinting at its V3 Ultra 5G smartphone recently,  with a picture of its box being posted on X as well. As per its box, the phone was shown to have a stylus, as well as a triple-camera setup at its back.  Now, the phone’s key specs have been revealed via a Flipkart page, […] The post Alcatel V3 Ultra 5G Specs Reveal Confirms 5,010mAh Battery appeared first on Lowyat.NET.  ( 16 min )

AEON Bank, the digital bank by AEON, has announced that its debit card now comes with free ATM withdrawals. While users previously had to pay the standard RM1 fee when withdrawing from MEPS ATMs, the fee will now be waived for all ATMs throughout Malaysia. Simply put, you will still be charged RM1 when using […] The post AEON Bank Now Offers Free Local ATM Withdrawals appeared first on Lowyat.NET.  ( 15 min )

Earlier this week, Deputy Comms Minister Teo Nie Ching announced the launch of the Strategic Artificial Intelligence Infrastructure, which is reportedly Malaysia’s first sovereign full-stack AI ecosystem. Now, the Ministry of Investment, Trade, and Industry (MITI) has clarified that the initiative, which involves Skyvast Corporation and Huawei Technologies, was not developed, endorsed, or coordinated by […] The post Full-Stack AI Infrastructure Not A Government Initiative, Says MITI appeared first on Lowyat.NET.  ( 16 min )

In addition to the GT 30 Pro, Infinix also announced the XPad GT, which is a tablet rather than another phone. This marks the expansion of the GT series, or as the company calls it, the GT Verse. On its spec sheet, the Infinix XPad GT has a 13-inch 2.8K display with a 144Hz refresh […] The post Infinix XPad GT To Be Officially Available In Malaysia For RM1,699 appeared first on Lowyat.NET.  ( 16 min )

Acer today unveiled new additions to its Nitro-branded graphics card lineup at Computex 2025. The series now includes Intel Arc A and B Series models, alongside the high-performance AMD Radeon RX 9060 XT OC cards. All new Nitro GPUs share a reinforced design with an aluminium backplate and a non-flex frame for durability. They include […] The post Acer Unveils New Intel Arc and Radeon RX 9060 XT GPUs At Computex 2025 appeared first on Lowyat.NET.  ( 18 min )

A crypto whale has expanded an existing 40x leverage long Bitcoin bet to $1.1 billion on the decentralized exchange Hyperliquid, which has stunned the crypto community and is believed to be the first-ever position exceeding $1 billion on the platform. The X account “James Wynn” claims to be behind the position, which is now up $36 million on the trade, data from Hypurrscan’s block explorer shows. A $28.4 million margin position was used across several trades to increase the Bitcoin (BTC) position, now worth $1.13 billion. The average Bitcoin entry price was $108,065. Perp futures positions of wallet address “0x507.” Source: Hypurrscan “He did it fellas,” crypto analyst Sigma^2 wrote on X. “First position [on Hyperliquid] to exceed $1B." Wynn’s long position was at a loss of about $16.3 mil…

BlackRock’s iShares Bitcoin Trust (IBIT) has seen its largest inflow in the past two weeks as traders allocate to US spot Bitcoin exchange-traded funds (ETFs) to scoop up the rocketing cryptocurrency. IBIT’s May 21 net inflows hit $530.6 million, its biggest single-day net inflow since it took in $531.2 million on May 5, according to Farside Investors. The ETF hasn’t had an outflow since April 9. In one day alone, IBIT has accumulated over 10 times the amount of Bitcoin (BTC) mined over the same timeframe, with it scooping up 4,931 BTC against just 450 BTC produced for the day. IBIT also saw its largest volume day since January, according to the ETF tracking X account Trader T.  “Given trading volume today, expect these inflow numbers to increase,” said ETF Store president Nate Geraci.  Bl…

Decentralized finance platform Synthetix has axed its $27 million plan to acquire crypto options platform Derive after negative community feedback. A Synthetix spokesperson told Cointelegraph on May 22 that its acquisition proposal, pitched to its community and to Derive’s, “did not resonate,” and both projects agreed to “step back from the proposed acquisition.” Synthetix said on May 14 that it would acquire Derive in a token exchange deal, pricing 1 SNX token to 27 DRV tokens, which would value Derive at around $27 million, pending approval from both communities.  Synthetix strategy lead Ben Celermajer told Cointelegraph that other community concerns were the three-month token lock-up period and the deal’s price, part of which Synthetix tried to address with no lock-up for holders of les…

Bitcoin has topped $110,000 for the first time in a recent rally that has seen it gain 3% over the past day to break through past price highs from earlier this year. Bitcoin (BTC) hit a new all-time high of $110,788.98 on Coinbase late on May 21, just before 11:30 pm UTC, according to TradingView. Bitcoin has gained around 3% over the last 24 hours, surpassing its all-time high of $109,458 that it hit earlier in the day, which was the first time it traded above its previously long-held Jan. 20 peak. The world’s largest cryptocurrency has now gained 17.5% so far this year and is up 47% since its slump to $75,000 on April 7, triggered by US President Donald Trump enacting sweeping tariffs that tanked global markets. Bitcoin’s new peak comes as US stock markets were rattled by a weak 20-year …

Crypto influencer Anthony Pompliano’s fintech-focused blank-check company, ProCap Acquisition Corp (PCAPU), rose 7% on its debut Nasdaq listing after a last-minute upsizing of its initial public offering. ProCap had boosted its IPO from $200 million to $220 million on May 20, a day before its public launch, pricing its 22 million shares on offer at $10 each. ProCap shares closed the May 21 trading day up 7% at $10.70, which continued with a 1.6% bump after-hours to $10.87, Yahoo Finance data shows. PCAPU’s share price closed up 7% on its debut trading day. Source: Yahoo Finance The company has offered underwriters a 45-day option to buy up to 3.3 million additional shares at the IPO price to cover extra demand. ProCap said in an April 30 regulatory filing that the firm will be a Special Pu…

Australia’s financial regulator will seek the High Court’s permission to appeal a lower court’s ruling favoring fintech firm Block Earner, which found the company’s crypto-linked fixed-yield earning service is not a financial product. The Australian Securities and Investment Commission (ASIC) said on May 21 that it wants to ask the High Court of Australia to clarify what the definition of a financial product is and clarify the circumstances when an interest-earning product and conversion of assets from one form to another are regulated. “The definition of financial product was drafted in a broad and technology-neutral way, and ASIC believes it is in the public interest to clarify this,” the watchdog said. “This clarification is important as it applies to all financial products and services…

There are countless times when Designers from different domains need High Quality illustrations to use in their projects. After Figma’s dominance in the vector graphic industry, many Graphic & UI Designers who know how Figma works are rapidly shifting towards Figma due to its easy & quick access tools and plugins, which help them work faster with their UI screens, Posters, Creatives, Social Media posts & more. While it’s always recommended to use custom artworks or illustrations which are only created for a specific brand with a brand guideline, there are also multiple use cases where designers need very common illustrations quickly. Therefore, Designers are always on the lookout for High Quality Illustration Plugins inside Figma which are Free or Freemium. Those kinds of illustration plug…  ( 6 min )

A destructor (del) is used to clean up resources when an object is about to be destroyed. It doesn't run immediately after an object is no longer used, but is triggered automatically by Python's garbage collector when there are no more references to that object. Important Points: Python automatically calls the destructor (del) When no more variables reference an object, Python automatically calls del() (if defined). When is del() useful? You might define a destructor when: You need to close a file. You don’t manage memory directly (like in C/C++). Python handles memory. You can’t force the garbage collector to run at an exact time (though you can suggest it using gc.collect()). 🧠 Analogy It watches which objects you're using. When you stop using something and forget it, the housekeeper eventually throws it out. If you say del obj, you're telling the housekeeper: "Hey, I don't need this anymore." But the housekeeper decides when to actually throw it out.  ( 3 min )

Introduction Artificial Intelligence (AI) has rapidly transitioned from science fiction to an everyday reality that influences how we work, communicate, and live. Whether you're a tech professional or someone with limited technical background, understanding the fundamental concepts of AI has become increasingly important. This article aims to demystify AI by exploring its core principles, applications, and implications in a way that's accessible to everyone. At its core, artificial intelligence refers to systems or machines that mimic human intelligence to perform tasks and can iteratively improve themselves based on the information they collect. Unlike traditional software programs that follow explicit instructions, AI systems are designed to analyze their environment, learn from experi…  ( 12 min )

Rate limiting is essential for most production applications. At a minimum, it prevents floods of traffic from crashing services, and it mitigates an app’s vulnerability to a variety of attacks. Adding and effectively configuring rate limiting is no simple task though. There are many rate limiting tools and strategies to choose from, and it’s difficult to find resources that concretely explain how to use rate limiting to improve an app’s security and resilience. This is the first article in a series that will bring together the theory and practice of rate limiting, using contextualized real-world examples. In each article, I’ll demonstrate how to add different rate limiters to a Hono app, and discuss the technical and business requirements they fulfill. I’ll begin with hono-rate-limiter, a …  ( 14 min )

🧠 1. Overview of Stale Closure in React In React, a common but subtle bug is the "stale closure" — which happens when a function inside a component uses an outdated value, not reflecting the current state or props. This often leads to unexpected behavior, especially in callbacks, useEffect, or asynchronous logic. Understanding how JavaScript creates closures and how React handles re-renders is key to avoiding this issue. Scope defines the visibility of variables. In JavaScript, we have function scope and block scope. A closure occurs when a function remembers variables from the scope where it was defined, even if it's executed elsewhere. Example: function outer() { let count = 0; return function inner() { console.log(count); // closure retains the value of count }; } Closure…  ( 4 min )

As a runner and fitness enthusiast, sleep is essential for my recovery — and yet, it’s something I’m constantly working to improve. I aim for 8 hours a night, but my Apple Watch reports an average closer to 6.5 hours over the past few months, with some nights dipping as low as 5. Being a light sleeper doesn’t help either. I’ve experimented with wax earplugs to block out noise and blackout curtains to keep light at bay. One thing I’ve wanted to automate for a while now is disabling Wi-Fi and Bluetooth on the devices near my bed — including both my personal and work MacBooks, my iPhone, and ideally even my Apple Watch (which I wear to track sleep). These devices all stay in my bedroom overnight, so minimizing potential sleep disruptors has become a personal experiment. You might ask: why go …  ( 7 min )

From Idea to Launch: A Developer’s Guide to Building Your First Startup Pratham naik for Teamcamp ・ May 22 #productivity #devops #opensource #startup  ( 2 min )

Google unveiled a series of significant AI advancements at its I/O 2025 developer conference, marking a transformative shift in how users interact with technology. Here are the key highlights: AI Mode in Google Search Google introduced "AI Mode" in Search, offering users a conversational experience that goes beyond traditional search links. This feature provides AI-generated summaries, interactive responses, and the ability to perform actions like shopping and booking directly from search results. Currently rolling out to U.S. users, AI Mode aims to redefine search by making it more intuitive and proactive . Gemini 2.5 Pro and Flash Models Creative AI Tools: Imagen 4 and Veo 3 Project Astra and Project Mariner AlphaEvolve: AI-Driven Algorithm Discovery AlphaEvolve is an AI agent developed to autonomously discover and refine algorithms, particularly in complex scientific and mathematical domains. Built on Google's Gemini models, it has demonstrated the ability to improve upon existing solutions and discover new ones, showcasing potential in various research fields. Quantum Computing with Willow Processor Google announced the Willow processor, a 105-qubit quantum computing chip that represents a significant leap in quantum capabilities. Willow has achieved milestones in quantum error correction and computational speed, indicating potential applications in fields like pharmaceuticals, logistics, and materials science. Business Implications and Market Response Following these announcements, Alphabet's stock experienced a notable increase, reflecting investor confidence in Google's AI strategy. Analysts highlighted the company's robust AI infrastructure and its potential to enhance user engagement and advertising monetization through features like AI Overviews, which now reach 1.5 billion monthly users. Moreover, Google Just Launched New NotebookLM.  ( 4 min )

From Idea to Launch: A Developer’s Guide to Building Your First Startup Pratham naik for Teamcamp ・ May 22 #productivity #devops #opensource #startup  ( 2 min )

From Idea to Launch: A Developer’s Guide to Building Your First Startup Pratham naik for Teamcamp ・ May 22 #productivity #devops #opensource #startup  ( 2 min )

We’ve all been there staring at a stubborn bug or feeling completely stuck on a complex problem. When coding gets frustrating, how do you move forward? For me, breaking a problem down into smaller steps and focusing on one thing at a time really helps. I also take short breaks to clear my head and come back with fresh eyes. Sometimes, just going for a walk makes a big difference. I try to remind myself why I started coding in the first place, it’s easy to lose sight of that when things get tough. What about you? What keeps you going when you’re feeling stuck or overwhelmed? Let’s share some tips and encouragement below! 👇  ( 3 min )

From Idea to Launch: A Developer’s Guide to Building Your First Startup Pratham naik for Teamcamp ・ May 22 #productivity #devops #opensource #startup  ( 2 min )

In this article, we review a variable named noOp. This is something I found in logger.ts file in the n8n source code. When I saw this line below, what it tells me straight away is that it’s something to do with no operation : const noOp = () => {}; When you look at this, it’s doing nothing. I mean, it’s just an arrow function that returns an empty object So you might be wondering how is this used? So that’s what we will find out. When I click on the no-op, these are the symbols I found on the right side and in the same file, I see that this variable is used at line 103. When I click and jump to that line, you will see that this is inside a function called setLevel. private setLevel() { const { levels } = this.internalLogger; for (const logLevel of LOG_LEVELS) { if (levels[logLe…  ( 5 min )

Recently, a zk user reported that they couldn't tab through all interactive elements on a zul page. This behavior is tied to a little-known setting deep in Safari’s Settings. Keyboard navigation is essential for accessibility, allowing users who rely on keyboards or assistive technologies to navigate without a mouse. It also benefits power users who prefer using Tab for faster navigation. If this doesn't work as expected, especially on Safari — one of the major browsers — it can be a frustrating and invisible blocker. Assuming I create a page with a textbox, menubar, menuitem, anchor link, intbox, navbar, and navitem, and visit it with various browsers. When pressing the Tab key in Chrome (136.0), Firefox (138.0), and Edge (136.0), I can successfully move through all components, including each link, menu item, and nav item. But within Safari (18.4), I can only focus on some components. Safari will skip most menu items, links, and nav items. You can try the page on zk fiddle with your Safari. I found the root cause is: The option “Press Tab to highlight each item on a webpage” in Safari Settings is unchecked by default. After I checked that option, I can focus on all components by pressing the Tab key. If it’s unchecked, you have to press Option + Tab key to focus on all components.  ( 3 min )

API versioning is an indispensable discipline in the lifecycle of any application programming interface. As APIs evolve with new features, bug fixes, or fundamental architectural changes, a robust versioning strategy is paramount to ensure smooth transitions for client applications and maintain a stable ecosystem. Many development teams, drawing from their experience with software libraries, naturally gravitate towards semantic versioning (SemVer), a widely adopted standard that uses a three-part MAJOR.MINOR.PATCH numbering scheme. However, while SemVer offers undeniable clarity for software packages, its direct and granular application to version REST API endpoints can introduce unnecessary complexity, operational overhead, and a less-than-ideal experience for API consumers. This article …  ( 9 min )

Most developers who works with AI eventually hit the same wall - context. You can pipe tools together, chain AI prompts, or write clever workflows, but at some point, you realize your agent isn’t really thinking. It’s reacting. You need something different. I hope you used n8n, LangChain, or a similar tool, and you probably created pipelines where each AI step feeds the next. That works for formatting data or guiding workflows. And it is fine for simple agents, but what if your agent needs to remember? What if it needs to learn across conversations? How about adapt to changes? ... or retrieve knowledge like a human? Before diving into the code, let’s break down AI memory into three simple categories: Stateless (No Memory): Short-Term Memory: Long-Term Memory: try to remember remembers prev…  ( 5 min )

As someone who constantly learns and writes about AWS, I’ve found myself often asking: “What should I build next?” Not just for the sake of learning—but to challenge myself, grow professionally, and create blog posts that actually help others. But here’s the thing… coming up with project ideas is hard. With over 200 AWS services, it’s easy to feel overwhelmed. I’d often sit down thinking: Should I build something with Lambda? Maybe try a serverless ETL pipeline? What’s a good way to combine AI and AWS? But instead of starting, I’d spiral into: Paralysis by analysis. It turns out I wasn’t alone. Many AWS learners and professionals face the same challenge. That’s when an idea struck: What if I could describe: My experience level The AWS services I want to learn or showcase ...and an AI c…  ( 5 min )

Looking for a lightweight, fast-deploying WAF solution? In this hands-on guide, we walk you through deploying and testing SafeLine WAF, an open-source Web Application Firewall built by security experts at Chaitin Tech. With intelligent semantic analysis at its core, SafeLine offers powerful protection against SQLi, XSS, HTTP Flood, and more — while remaining easy enough to install and use in under 5 minutes. SafeLine is a modern, open-source Web Application Firewall developed by Chaitin Tech over nearly a decade. It’s designed as a reverse proxy WAF that protects your web apps from malicious traffic, while minimizing false positives and performance hits. SafeLine is especially well-suited for small and medium businesses (SMBs), personal sites, and developers looking for a secure yet simpl…  ( 4 min )

the "devlog" (ugh) series will be just a kind of public exhibitionist diary to self-indulgently share some work I did. nothing big. nothing serious. OK, chatGPT... uh... tell me what to say now. Should I be funny, serious? where are the hiring departments? After reaching a creative-stopping-point or end-token in the BeaconAI project from my last post, I decided the logical next move was to start attempting to locally deploy an LLM and dig a bit deeper into the finer details. The model I decided to work with was Mistral. I deployed a quantized version, as my CPU/GPU pair is unable to effectively deploy the full version. I was able to get it up and running, and I used it for generating outputs in the BeaconAI application. The logical next step was to attempt PEFT fine tuning. Parameter Effic…  ( 5 min )

Building Your First Android App: A Beginner's Guide So, you've decided to dive into Android development—great choice! Building your first Android app can be both exciting and a little overwhelming, but with the right guidance, you'll be up and running in no time. In this guide, we'll walk through the essential steps to create a simple Android app, from setting up your development environment to running your app on an emulator or physical device. By the end of this tutorial, you'll have a functional app and a solid foundation to build upon. And if you're also looking to grow your YouTube channel with tech tutorials, check out MediaGeneous for expert strategies. Prerequisites Before we begin, make sure you have the following: A computer running Windows, macOS, or Linux. Basic understanding o…  ( 4 min )

Artificial Intelligence (AI) is fundamentally reshaping the manufacturing landscape, powering the transition from traditional factories to smart, adaptive, and highly efficient production environments. This comprehensive guide covers every major aspect users are searching for, from core concepts and benefits to real-world use cases, challenges, and emerging trends for 2025 and beyond. 1. What Is AI in Manufacturing? AI in manufacturing refers to the deployment of intelligent algorithms, machine learning (ML), computer vision, and data analytics to automate, optimize, and enhance every stage of the production lifecycle. This includes everything from design and assembly to quality control, supply chain management, and predictive maintenance. AI works both autonomously and alongside human wor…  ( 5 min )

Personalization is at the heart of modern digital experiences. Whether it’s suggesting the right product, showing tailored promotions, or dynamically updating content, users expect fast, relevant interactions across every touchpoint. But here’s the challenge: the closer the personalization logic lives to the backend, the more latency and potential bottlenecks you introduce. That's where Akamai EdgeWorkers change the game. Edge computing has revolutionized how we think about performance. Instead of relying entirely on origin servers, we can now push business logic and personalization closer to the user—right to the edge. Traditionally, personalized content is generated at runtime by backend services. This often involves API calls, session validation, user segmentation, and rendering logic.…  ( 5 min )

Managing the lifecycle of your Amazon RDS databases just got easier! Amazon RDS now provides a simple way to view engine support dates for your database engines — directly from the RDS API or AWS CLI. With this new feature, you can now: ✅ View start and end dates for RDS Standard Support ✅ Check if RDS Extended Support is available ✅ Get both support periods in a single response (if available) This applies to Amazon RDS and Amazon Aurora major engine versions. Previously, finding out when your database engine version would reach its end of support meant digging through documentation or announcements. Now, you can fetch this information programmatically, making it easier to: 🗓️ Plan upgrades ahead of time 🛡️ Ensure compliance and security 🚫 Avoid running unsupported versions Here’s how you can check support dates for PostgreSQL 11: aws rds describe-db-engine-versions \ --engine postgres \ --engine-version 11 \ --include-all Output (simplified): { "Engine": "postgres", "EngineVersion": "11", "SupportDescription": { "StandardSupport": { "StartDate": "2018-10-01", "EndDate": "2024-11-09" }, "ExtendedSupport": { "EndDate": "2026-11-09" } } } Now you know exactly when your engine support ends — and whether Extended Support is an option. This feature is a great step toward proactive database lifecycle management. If you're running critical workloads on Amazon RDS or Aurora, this new visibility helps ensure business continuity, security, and compliance. ➡️ Start using it today with the AWS CLI or API! Let me know what you think about this new feature. Are you planning to use it to manage your DB upgrades better?  ( 4 min )

If you're building scalable applications in Node.js, there's a good chance you've considered Dockerizing your app to make it more portable and consistent across environments. But once it’s containerized, the next question becomes: where do I deploy this? That’s where Google Cloud Run comes in. Google Cloud Run is a fully managed platform that lets you deploy containerized applications that scale automatically. It abstracts away infrastructure headaches, handles HTTP traffic, scales to zero when idle, and runs your app in a secure, isolated environment. Before we dive into the technical details, let’s take a second to appreciate why Cloud Run is such a powerful option for modern web apps: Serverless but flexible: It’s serverless, but you can bring your own Docker container. Secure by defaul…  ( 7 min )

Understanding Re-renders with React Context and how to avoid waste Have you ever wondered why your component in React re-renders even without anything visibly changing? Let's understand this with simple examples – as if we were assembling a block game. Imagine three components, one inside the other: And let's say you have a Context at the top (App) that shares some data with everyone below. If re-renders (for any reason), all components below it also re-render: App -> Container -> SearchContainer -> Search Even if only the last one (Search) actually uses the Context! If Container and SearchContainer don't need to change, we can avoid the effort of re-rendering them by using…  ( 5 min )

After a year of active development, Zod 4 is officially released with major improvements. This stable version is faster, slimmer, and more TypeScript-optimized compared to the previous Zod 3. 14x faster string parsing: Deep optimizations in string validation make your app respond much faster, especially when handling large amounts of text data. 7x faster array parsing: Efficiently process complex or large arrays, minimizing latency in data validation. 6.5x faster object parsing: Ideal for objects with many fields, ensuring smoother validation and faster API responses. Reduces type instantiations by up to 100x, speeding up the TypeScript compiler significantly, especially for large and complex codebases. Compilation time is improved by around 10x compared to Zod 3, providing a smoother…  ( 4 min )

Problem description & analysis: The Time field of a certain database table is time, and the time interval is sometimes greater than 1 minute. Task: Now we need to divide the data into windows every minute, fill in the missing windows, and calculate the four values for each window, which are: start_value, the last item of the previous window; end_value, the last item in this window; min, the minimum value of this window; max, the maximum value of this window. The start_value in the first minute is based on the first record in this window; If data for a certain window is missing, replace it with the last item of the previous window (same as the start_value of this window). SQL： with overview as ( SELECT distinct on (a.time) a.id, a.time, b.time as "end", a.value, da…  ( 8 min )

Writing clean code in React is not just about making it work—it's about making it readable, maintainable, and scalable. Whether you’re building a simple to-do app or a large-scale application, following clean code principles will make your life (and your team’s) much easier. Here are some practical tips to help you write clean React code 👇 📁 Organize Your Folder Structure Structure your project in a scalable way. Avoid dumping all files in one folder. Bad: /src Good : 🧩 Use Functional Components & Hooks Prefer functional components with hooks over class components. // ✅ Clean function Welcome({ name }) { return Hello, {name}! ; } 📦 Break Components into Smaller Pieces Keep components small and focused on one task. If a component is doing too much, break it into smaller ones. // ❌ Bad const Dashboard = () => { // fetching, rendering UI, handling logic... all in one }; // ✅ Good // Dashboard.jsx → uses , , etc. 🧹 Clean Up useEffect Always clean up side effects to avoid memory leaks. useEffect(() => { const interval = setInterval(() => { console.log("Running..."); }, 1000); return () => clearInterval(interval); // ✅ cleanup }, []); 🧪 Write Reusable Hooks Extract reusable logic into custom hooks. // useToggle.js import { useState } from 'react'; export function useToggle(initialValue = false) { const [state, setState] = useState(initialValue); const toggle = () => setState(prev => !prev); return [state, toggle]; } 🚀 Final Thoughts Easy to read 👓 Easy to reuse ♻️ Easy to test 🧪 Easy to maintain 🛠️ You don’t need to be perfect—just aim for improvement step by step. Happy coding! 🎉  ( 3 min )

Originally published at https://www.nocobase.com/en/blog/second-brain. Second-Brain is an AI startup based in Hong Kong, founded by a team with backgrounds in finance and consulting. They specialize in building AI-driven decision-making systems for enterprises. In B2B enterprise settings, the hardest part of building AI systems isn’t the models themselves—but the messy and fragmented data behind them. Internal policies, workflows, and business records often exist in silos, in inconsistent formats, and sometimes even contradict each other. Without cleaning and structuring this data, AI simply can’t generate meaningful insights. To enable AI to "understand" an enterprise, Second-Brain's first step is to build a foundational layer that consolidates proprietary enterprise knowledge, including…  ( 6 min )

Ninguna IA ha estado involucrada en la creación de este articulo. Como lograr desbloquear remotamente nuestro NixOS que use LUKS como medida de cifrado completo. Esto será posible ya que, durante el Boot, nuestro OS solicitará a un "dispositivo remoto autorizado", por ejemplo nuestro celular, la clave LUKS. Como intermediario de comunicación usaremos Ntfy y todo el intercambio de información estará cifrado con múltiples capas de seguridad. Finalmente, y como algo opcional, abordaremos la integración de AirVPN (OpenVPN) como una VPN que se usara durante el Boot para asegurar la comunicación. También abordaremos detalles respecto a posibles DNS leak del proceso. Esta solución nace desde la imposibilidad, en circunstancias normales, de desbloquear un servidor NixOS que tenga LUKS de alguna fo…  ( 23 min )

Gerenciar um consultório de psicologia vai muito além do cuidado com os pacientes; envolve também a responsabilidade de manter uma saúde financeira sólida e sustentável. Com a crescente competitividade no mercado e as particularidades do atendimento psicológico, profissionais da área precisam dominar conceitos essenciais de gestão financeira para garantir a continuidade e o sucesso de suas práticas. Uma gestão financeira eficiente permite controlar despesas, planejar investimentos e estabelecer preços justos, promovendo estabilidade econômica e confiança dos pacientes. Além disso, uma boa administração financeira possibilita aos psicólogos focar no que realmente importa: oferecer um atendimento de qualidade e ampliar seu impacto na vida de seus clientes. Este guia prático foi elaborado esp…  ( 7 min )

Why do programers prefer dark mode? Because light attracts bugs!  ( 2 min )

Engineering newsletters offer a streamlined way for professionals to stay informed about industry trends, learn new skills, and connect with a community. They are a convenient way to access curated information and expert insights, keeping you ahead of the curve in a rapidly evolving field. Here’s a quick breakdown of the newsletters I read regularly, their key topics, and why they’re valuable for software engineers. 1. ByteByteGo Focus: System design, scalability, and backend architecture. Why Read: Offers visual explanations of complex system design concepts, beneficial for technical interviews and architectural understanding. Subscription: bytebytego.com 2. Quastor Focus: System design, big tech engineering blog summaries, technical deep dives. Why Read: Summaries of big tech engineer…  ( 6 min )

When working with dynamic components in Angular, ViewContainerRef is an essential tool that allows you to programmatically manipulate the DOM and insert components at runtime. This article breaks down how to use @ViewChild with ViewContainerRef, and provides a practical example of rendering a component dynamically. @ViewChild? @ViewChild is a decorator that allows you to query a DOM element or Angular directive/component from your template. @ViewChild('container', { read: ViewContainerRef, static: true }) container!: ViewContainerRef; 'container': Refers to a template reference variable, like #container in the HTML. read: ViewContainerRef: Tells Angular to return the ViewContainerRef instead of the default element/component. static: true: Tells Angular to resolve this reference before n…  ( 3 min )

When it comes to Linux file security, most users are familiar with the basics—chmod, chown, and maybe even a quick glance at ls -l. But these simple tools are just the surface. If you're managing servers, deploying applications, or handling sensitive data, you need a deeper layer of protection. Linux offers powerful built-in tools that go beyond basic permissions—and understanding them is crucial. In our latest guide, we break down the three core models of Linux access control: Discretionary Access Control (DAC) Access Control Lists (ACLs) Mandatory Access Control (MAC) Plus, we walk through how AppArmor, SELinux, and Auditd work together to secure your system from the ground up. 🔒 Ready to go beyond chmod and take full control of your file security? Read the full guide →  ( 3 min )

But this time it's not just in the text editor. There's a frontend. In my previous post I entered a submission on the AWS Challenge which was me testing out AI for the first time in a project setting. That release was a text editor idle game. So I thought, why not try to make something visual? For this project I wanted to expand and try something everyone knows and talks about -- ChatGPT. Previously whenever I would go on ChatGPT it would be to ask it to make me quick roadmaps to learn something. So instead of me taking weeks to master something based on its guidance, I wanted to see how smart ChatGPT really could be when it came to making a game. Well, I was surprised and impressed. I didn't know what to expect when I first starting writing the prompt. I didn't think it would spit me out …  ( 5 min )

The Illusion of Progress: Analyzing Tesla’s Optimus Robot Demonstrations A Carefully Curated Display Observing Tesla’s Optimus bot demonstrations, one might find a pattern emerging: the videos are invariably short, edited together to suggest a seamless execution of movement. This is, however, by design. The underlying Large Language Model (LLM)-based approach used in Optimus starkly contrasts with traditional heuristic-driven robotics. Unlike heuristic models, which rely on pre-defined logic and task-specific programming, Optimus leverages machine learning techniques to generate actions. What this means is that instead of executing fully autonomous behaviour, the bot performs discrete snippets of movement—ones it has learned from sequences such as dance routines and combat kat…  ( 3 min )

Introduction In Linux, user management doesn't end at the individual level—group management is equally vital for maintaining a secure, efficient, and organized system. Groups allow system administrators to streamline permissions, collaborate within teams, and enforce consistent access policies across users. This article dives deep into Linux group account management. We'll explore group types, system files involved, essential commands, and real-world operational tips that apply from small teams to enterprise-grade environments. What Are Groups in Linux? Group Account Databases Essential Group Management Commands Real-World Notes and Operational Considerations Conclusion A group is a logical collection of user accounts. Groups make permission management easier by allowing shared access…  ( 4 min )

Welcome to the fascinating world of deep learning! If you've ever wondered how computers can recognize objects in images, distinguish between different types of clouds, or even power automated passport control systems, you're about to uncover one of the key technologies behind it: Convolutional Neural Networks (CNNs). These powerful neural networks are specifically designed to handle image data and have revolutionized computer vision over the past decade. Before diving into CNNs, let's understand how computers perceive images. Digital images are made up of tiny squares called pixels. In a grayscale image, each pixel holds a numerical value representing a shade of gray, typically from 0 (black) to 255 (white). For color images, each pixel usually has three numerical values representing th…  ( 9 min )

Yaz tatili, yalnızca güneşli günlerin ve dinlendirici manzaraların keyfini çıkarmakla kalmaz, aynı zamanda yeni beceriler öğrenmek ve yaratıcılığımızı keşfetmek için de harika bir fırsattır. Özellikle web geliştiricileri için, ön uç geliştirme becerilerini geliştirmek ve kullanıcı deneyimini yeni seviyelere taşımak için mükemmel bir zaman. Bu yaz, "Frontend'in Derinliklerinde: Kodun Ötesinde Tasarım" başlıklı bir yolculuğa çıkıyoruz. Web geliştirme, yalnızca kod satırlarından ibaret değildir; tasarım, kullanıcı deneyimi ve estetik de önemli bir rol oynar. Ön uç, web sitesinin veya uygulamanın kullanıcılarla etkileşimde bulunduğu yerdir ve dikkatli bir tasarım ve uygulama, kullanıcının deneyimini tamamen değiştirebilir. Bu yazıda, ön uç geliştirme sürecinin kodun ötesine geçen yönlerini keş…  ( 4 min )

If you are a JavaScript developer, you might have ran into error messages like: Failed to extract text from the file Failed to save entity And so on... But what exactly led to failing of an entire high-level operation? We don't know the answer because we didn't do a good enough job to preserve the error context, when throwing a specific error that is a symptom of a more low level cause. For years, JavaScript developers have struggled to preserve appropriate error context when throwing exceptions, as there was no in-built mechanism provided by the language to attach error cause, unlike other languages like Java, Python and C#. This problem was solved by Node, when they finally added a cause property to their Error constructor in v16.9.0, which means you could now throw exceptions like so: t…  ( 5 min )

Utility for generating random hexadecimal IDs https://github.com/zeroopensource/zero-id ZeroOpenSource™ opensource #npm #javascript #devtools zero #zeroopensource #zeroopensourcetm  ( 2 min )

Writing sample data: started with small amount from Study Buddy - need to follow "Contact Book - Our Very First Database" from AppDev1 section "custom rake tasks" Association Accessors: Direct Associations: belongs_to default is opposite: belongs_to adds an automatic validation to foreign key columns enforcing the presence of a valid value unless you explicitly add the option optional: true. So: if you decided to remove the null: false database constraint from any of your foreign key columns in the migration file (e.g., change t.references :recipient, null: false ... to t.references :recipient, null: true ...), then you should also add the optional: true option to the corresponding belongs_to association accessor. So remember — if you’re ever in the situation of: you’re trying to save a record the save is failing you’re doing the standard debugging technique of printing out zebra.errors.full_messages you’re seeing an inexplicable validation error message saying that a foreign key column is blank now you know where the validation is coming from: belongs_to adds it automatically so figure out why you’re not providing a valid foreign key (usually it is because the parent object failed to save for its own validation reasons) Direct associations: has_many belongs_to, there should be an inverse has_many. Check to make sure you have all of these inverse 1-N associations. attendee ~ fan leaders = who a user is following  ( 3 min )

Utility for generating random hexadecimal IDs https://github.com/zeroopensource/zero-id ZeroOpenSource™ opensource #npm #javascript #devtools zero #zeroopensource #zeroopensourcetm  ( 2 min )

My last two articles (part 1 and part 2) focused on getting to market quickly using Java. The only difference was the build automation tool that I used for each example. This time, I want to step outside of my comfort zone and try something a little different. I read about how Quarkus is a Kubernetes-native Java framework designed for building fast, lightweight microservices. What’s even better is that it is optimized for cloud environments, including features like fast startup times, low memory footprints, and support for both imperative and reactive programming models. Like before, the key to success is how quickly we can go from idea to reality. In this case, let’s see how quickly I can establish a new API using Quarkus and deploy it to the cloud. Leaning on ChatGPT for Assistance … Aga…  ( 10 min )

This is a submission for the Bright Data AI Web Access Hackathon 🔐 What I Built It solves a critical problem: how to prepare for high-stakes interviews without anyone noticing. With real-time AI feedback, curated industry-specific questions, and stealth performance, it’s designed to maximize user confidence and readiness without drawing attention. 🎥 Demo https://www.lockedinai.com https://youtu.be/cGG6TRgiDso?si=rhvNguO3c6bAKZeT 🧠 How I Used Bright Data's Infrastructure Fresh job descriptions from leading job boards Trending questions from discussion forums like Reddit and Glassdoor Company-specific interview trends and updates Bright Data enabled us to dynamically adjust AI models based on real-world interview trends—making our answer generator contextually smarter and more relevant. ⚡ Performance Improvements Our AI Interview Answers Generator improved relevance scoring by 28%. Users reported a 40% higher satisfaction rate in mock interviews due to contextual accuracy. Reduced hallucinations in AI responses, thanks to grounded data sourced from Bright Data. Traditional, static datasets couldn't match the pace of evolving interview standards. Bright Data gave us the competitive edge we needed to make LockedIn AI not just intelligent—but timely and reliable. If you enjoyed this project, feel free to check us out at https://www.lockedinai.com  ( 3 min )

onChange={handleChange} vs onChange={(e) => handleChange(e)} In modern React development, handling events is a foundational skill for building responsive, data-driven interfaces. Whether you’re crafting a dynamic form or building reusable components, knowing how to manage events efficiently can make your code simpler, more readable, and more performant. Today, we’ll break down a deceptively simple difference that many React devs gloss over: onChange={handleChange} vs onChange={(e) => handleChange(e)} At first glance, both seem to do the same thing—pass the event to a handler. But there are subtle differences that matter in real-world apps. Let's explore them together. Imagine a typical React input form using TypeScript: import React, { useState } from 'react'; export const EmailInput …  ( 4 min )

Best Practices for JavaScript Modularization Omri Luz ・ May 19 #javascript #programming #webdev #advanced  ( 2 min )

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For years, IT professionals have balanced a critical dichotomy: essential yet monotonous daily tasks consuming their valuable expertise. Microsoft's bold integration of artificial intelligence within Microsoft 365 challenges—and changes—this paradigm entirely. As AI quietly assumes the ordinary, IT admins can step forward into the extraordinary, shifting from managing minutiae to shaping strategy. What happens to an IT admin freed from repetitive chores? They're empowered to innovate, wield influence, and transform their role from problem-solvers into organisational visionaries. Imagine—just for a moment—a day without countless clicks, portal navigation, or routine queries. Imagine speaking naturally to your administrative tools, eliciting immediate insights and seamless summaries. Enter M…  ( 6 min )

Today I found out that disabling a form field in Rails means it won't be submitted at all. I used disabled: true thinking I could show a value that users can’t change — and I could — but the downside is that the value doesn’t get sent to the controller. I learned that if I want the value to be shown but not editable and still be passed in the form data, the correct attribute to use is readonly: true. This small difference between disabled and readonly matters when you're depending on that data in your controller. It’s not a Rails issue; it’s how forms work in general. This was a helpful thing to learn today. Hopefully it saves someone else a bit of time too.  ( 3 min )

Google AI Overviews: These are AI-generated contexts (Overviews) that waste your time and mobile data/Wi-Fi. This feature spreads incorrect information or misinformation to the public. Examples: 😆 Have you gotten into problems while baking pizza? Then don’t ask Google (with Overviews) 😆🤣🤣 If you want to see more of these examples: searchengineland.com/google-ai-overview-fails-442575 Simple! Install browser extensions Change your default search engine sudo rm -rf Google Wait! I’ll skip this part, because we are developers — we make things. chrome_settings_overrides — This is the POWER! I will explain more about this in this post. Let's Start ! Create manifest.json Add name, description, and version. { "name": "No Google's AI Overview", "version": "1.0", "description": "Si…  ( 5 min )

🎮 Introduction Remember the thrill of guiding a pixelated snake to gobble up food while avoiding collisions? Let's recreate that nostalgia by building the classic Snake game using Amazon Q CLI and Pygame. Amazon Q CLI is an AI-powered command-line tool that assists in generating code through conversational prompts. By leveraging it alongside Pygame, we can streamline the game development process on a Linux environment. Amazon Q CLI: AI-driven code generation tool Pygame: Library for game development in Python Python 3.8+: Programming language Linux: Ubuntu/Debian-based system recommended sudo apt update sudo apt install -y python3 python3-pip python3-venv git pip3 install pygame You can install Amazon Q CLI using the official .deb package provided by AWS. .deb installer: wget htt…  ( 4 min )

Welcome to Day 16 of our Linux Security Basics series! After securing file permissions on topic 4, it’s time to add a layer of network security with a firewall. A firewall controls incoming and outgoing traffic, protecting your system from unauthorized access. Today, we’ll explore two user friendly tools: ufw (Uncomplicated Firewall) and firewalld. Let’s set up a simple firewall to fortify your Linux system! Why Use a Firewall? Choosing Between ufw and firewalld Setting Up a Firewall with ufwd Setting Up a Firewall with firewalld Best Practices A firewall acts as a gatekeeper, allowing only trusted traffic while blocking potential threats. Without one, your system is vulnerable to attacks like port scanning or unauthorized remote logins. Both ufw and firewalld simplify firewall management…  ( 5 min )

Software concorrente, paralelismo, múltiplas threads, esses assuntos sempre acabam surgindo, independentemente do seu nível de senioridade. Por muito tempo, esses temas foram verdadeiros pesadelos para mim. Eu me lembro de estudar concorrência usando C na faculdade. Eu fazia os exercícios, e eles funcionavam, mas, por muito tempo, parecia que eu não entendia muito bem como o computador conseguia fazer a "mágica" de executar meus programas de forma mais "rápida". Este guia foi feito para abordar os conceitos de processos, clone de processos e threads, usando Ruby como linguagem base. Ruby é uma linguagem de programação interpretada e multi paradigma, com tipagem dinâmica e gerenciamento automático de memória. O interpretador mais comum é o MRI, sigla para Matz's Ruby Interpreter, também con…  ( 10 min )

Artificial Intelligence (AI) is rapidly transforming industries, societies, and personal lives through powerful capabilities such as automation, prediction, personalization, and autonomous decision-making. However, with great potential comes profound ethical responsibilities. As AI systems gain more influence over critical decisions—from hiring to healthcare to criminal justice—it becomes essential to examine the ethical frameworks that guide their development and deployment. This article explores the core ethical challenges in AI and outlines principles and practices to ensure responsible innovation. Ethical AI isn’t just a theoretical discussion—it’s a practical necessity. Without safeguards, AI can reinforce biases, compromise privacy, and operate without accountability. Ethical AI ensu…  ( 5 min )

Dark mode isn’t just a feature, it’s a lifestyle. Tbvh, dark mode just makes everything cooler. And if your site doesn't have it yet, what are you even doing? 😅 just HTML, CSS and JavaScript. No libraries. No frameworks. Just pure, clean code. A basic webpage that switches between dark and light mode when you click a button. That’s it. No long writeups. Create a button to trigger the toggle: Toggle Dark Mode Hello, world! This is a simple dark/light mode toggle. You can add more stuff, but for now, we’re keeping it minimal. We’ll use the dark-mode class to switch themes. /* Light mode (default) */ body { background-color: #f2f2f2; color: #1a1a1a; font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif; text-align: center; p…  ( 4 min )

In very simple terms, Machine Learning is the process of using existing data to create a mathematical function. For example, we have an ice cream shop's data that includes the average temperature of the past 30 days, along with the number of ice creams sold on each day. We can analyze this data (average temperature and number of ice creams sold) and can create a mathematical function that fits with the existing data. Further, this function can take the average temperature as input and return the prediction of the number of ice creams that can be sold on that day. From the existing data, the data that we use as the condition, in our case, the average temperature, is called a Feature. The main data that we are targeting to predict, in our case, the number of ice creams sold, is called the Label (also known as the target variable in technical terms). In mathematical terms, the features are referred using xxx . Hence, the features can be represented as [ x1,x2,x3,...,xnx_1, x_2, x_3, ..., x_nx1​,x2​,x3​,...,xn​ ]; whereas the label is referred to as yyy . The process of defining the function using the existing data is called Training. This is the step where the model (a general term used for the mathematical function we create) learns the relationship between features and labels. Further, the process of using the defined function to get the predicted value is called Inferencing. In mathematical terms, the function is referred to as f(x)f(x)f(x) . Moreover, the predicted value by the function is referred to as y^=f(x)\hat{y} = f(x)y^​=f(x) Final Words This was the fundamental knowledge of Machine Learning.  ( 3 min )

Let’s face it: console.log is the comfort food of debugging. It’s quick, familiar, and kind of satisfying in that junk-food sort of way. But if you've ever buried your terminal in a jungle of console.log("HERE"), console.log("THERE"), and the classic console.log("WTF is going on"), then you already know — it doesn’t scale. Here’s the thing: if you're building real software (not just tinkering on a rainy Sunday), you need sharper tools. Tools that let you see what's happening under the hood without littering your codebase with digital breadcrumbs. So yeah, it’s time to break up with console.log. But don’t worry — I’m not gonna leave you hanging. Let’s look at some smarter, dare I say, mind-blowing ways to debug your code without turning your terminal into a cry for help. console.log? Hone…  ( 7 min )

5 Must-Know Algorithms for Building AI Agents (Beginners Guide) If you're getting started with AI agents, understanding these 5 key algorithms will give you a strong foundation. Let’s break them down simply: 1️⃣ Q-Learning 2️⃣ Deep Q-Network (DQN) 3️⃣ A (A-Star) Search* 4️⃣ Policy Gradient Methods 5️⃣ Monte Carlo Tree Search (MCTS) Want to dive deeper? Let’s explore each one step by step! 🚀 What it does: Teaches AI to pick actions that earn the most "points" (like a game). How it works: It learns by trial and error, updating the cheat sheet over time. What it does: Upgrades Q-Learning for complex tasks (like playing video games). How it works: Remembers past experiences to learn faster. 3️⃣ A (A-Star): The GPS for AI* What it does: **Finds the shortest path from A to B (used in games/maps). Combines actual distance + smart guesses to avoid useless paths. What it does: Teaches AI directly what to do (instead of just tracking rewards). How it works: Adjusts probabilities—like tuning a dial to prefer actions that work best. What it does: Helps AI plan ahead by simulating future moves. How it works: Why This Matters 💡 Pro Tip: Got questions? Ask below! 👇 Happy learning! 😊  ( 4 min )

If you're using Termux for hacking, scripting, or just learning Linux on your Android device, you’ve probably seen this advice a hundred times: “Always update and upgrade your packages before installing anything.” But how exactly should you do it without breaking your setup? In this guide, I’ll show you the right way to update and upgrade Termux like a pro, while also avoiding common errors that frustrate beginners. Whether you're a complete newbie or you've already installed Termux, this guide will help you keep your terminal smooth, stable, and ready for hacking! When you first install Termux, it doesn’t come with the latest versions of its tools and libraries. That’s where update and upgrade come in. Here’s why they’re essential: 🔄 Update fetches the latest package information from rep…  ( 5 min )

In this article we are going to learn how to setup and quickly get running with a webrtc TURN server in Ubuntu under 5 mins Before installing the TURN server I must mention that there are free and paid alternatives available for turn servers these include OpenRelayProject.org (completely free 20GB cap) Metered.ca TURN servers ( paid solution with features like global regions, 99.999% uptime etc) You need a cloud VM, a dual core CPU with 1 GB ram and 50 GB SSD should suffice You will need a static IP address, you can get one with the VM that you are spinning You can get one from any cloud provider AWS or Google Cloud When creating the instance choose Ubuntu as the Operating System Step 2: Installing and Configuring a TURN server In this section we are going to install …  ( 6 min )

What I Built JobWizard is an AI-powered web application that transforms the job search process, saving hours of manual effort and boosting application success rates. It automates the discovery of relevant job offers and generates personalized cover letters tailored to each role, using real-time company and user data. Whether you’re a data engineer seeking roles in France or a marketer exploring remote opportunities, JobWizard streamlines your job hunt with precision and speed. The system addresses the real-world problem of time-consuming job searches and generic applications. By leveraging Bright Data’s MCP server, JobWizard scours the web for up-to-date job listings, enriches them with insights (e.g., company culture, salary ranges), and crafts compelling cover letters that align your s…  ( 4 min )

SVG implementation of a cool cursor canvas widget, edited to be a rocket  ( 2 min )

TL;DR This article explores the critical infrastructure components B2B SaaS companies need when transitioning from SMB to enterprise customers. We'll examine zero-trust architecture implementation, reliability engineering practices, and identity management systems that satisfy enterprise security requirements, with practical guidance based on real-world experience scaling a cybersecurity platform. Introduction Security Architecture: Implementing Zero-Trust Reliability Engineering for Enterprise SaaS Identity Management Systems for Enterprise Customers Infrastructure Evolution Timeline Conclusion The technical infrastructure that adequately serves small and mid-sized businesses often crumbles under enterprise scrutiny. As developers and technical leaders, we face a fundamental challenge w…  ( 6 min )

Check out this Pen I made!  ( 2 min )

We should still teach coding Sue Smith for Fastly ・ Mar 31 #ai #llm #webdev #learning  ( 2 min )

I am sharing my experience organizing the translation of content into different languages. I work on a multilingual website using the Next.js i18n + MongoDB (Mongoose) stack. The site contains a significant amount of text that is occasionally updated. Google Translate is used to translate the texts in the project. Initially, a simple function was created to translate the view. // @/lib/translate.ts import "server-only"; import { z } from "zod"; const { Translate } = require("@google-cloud/translate").v2; const ApiKey = z.string().parse(process.env.GOOGLE_TRANSLATION_API_KEY); const googleTranslate = new Translate({ key: ApiKey }); export async function translateFromEn(text: string, locale: string): Promise { try { if (locale === 'en') return text.trim(); const…  ( 5 min )

Laravel Reverb is changing the game for real-time applications. If you're looking to build a live chat system without relying on third-party services like Pusher, you’re in the right place. I’ll guide you through building a real-time public chat app step by step using: Laravel Reverb (WebSocket broadcasting) Laravel Breeze (Blade + Alpine.js) Tailwind CSS Laravel Echo on the frontend You’ll also learn how to avoid common pitfalls, debug broadcast issues, and get this thing working in a production-friendly way. If you'd like to skip the setup and just see how it's done, feel free to clone the full project from GitHub: 🔗 GitHub Repository https://github.com/Tahsin000/reverb-live-chat git clone https://github.com/Tahsin000/reverb-live-chat.git cd reverb-live-chat composer install npm install…  ( 5 min )

Tired of using HTTP, WebSockets, or message queues just to make two local Node.js apps talk to each other? Meet nodeBond — a lightweight, dependency-free IPC bridge that lets your Node.js apps exchange messages locally, fast and easily. Zero dependencies — built on Node.js net Fully local: no ports, no servers Bi-directional messaging with .dual() CLI-ready: npx nodebond send appX '{"hello": "world"}' Cross-platform (Windows named pipes, Unix domain sockets) Debug mode via NODEBOND_DEBUG=1 MIT licensed & open-source npm install nodebond appA.js const bond = require('nodebond').dual('appA', 'appB'); bond.sendTo('appB', { msg: 'Hi from A' }); appB.js const bond = require('nodebond').dual('appB', 'appA'); bond.on('data', msg => console.log('[appB]', msg)); npx nodebond send appA '{"ping": "from CLI"}' Check it out on GitHub: github.com/Xzdes/nodeBond Star it if you like it, or use it in your next CLI, automation tool, or desktop process bridge.  ( 3 min )

Self-paced learning strategies have gained attention as flexible approaches to skill development amid changes in the job market. The nature of work continues to shift due to technological advances, economic fluctuations, and shifting employer expectations. In this context, individuals may find self-directed learning useful to adjust their knowledge and capabilities at their own speed. The ability to control when and how to learn can offer a more personalized educational experience compared to traditional, time-bound formats. As workplaces gradually integrate new technologies and adapt to different organizational structures, workers often face varying requirements. Self-paced learning strategies provide an option to engage with new material according to personal schedules, potentially easin…  ( 6 min )

Debugging embedded systems can feel like navigating a maze—one wrong turn and you’re lost in a sea of registers, memory dumps, and cryptic error codes. Whether you’re working with microcontrollers, FPGAs, or custom SoCs, the debugging process is often more challenging than in traditional software development. In this post, I’ll share some practical tips and tools that have helped me (and many others) debug embedded systems more effectively. Start With the Basics: Check Your Hardware Before diving into code, verify your hardware setup: Power Supply: Is your board getting the correct voltage and current? Connections: Double-check all cables, jumpers, and connectors. Peripherals: Are sensors, displays, or other peripherals properly connected and powered? A surprising number of issues are caus…  ( 4 min )

@ Body() and @ Param() are just two of the most commonly used parameter decorators in NestJS. NestJS provides a rich set of decorators to extract data from various parts of an incoming HTTP request. Example: GET /tasks?status=OPEN&limit=10 @Get() getTasks(@Query('status') status: string, @Query('limit') limit: string) { // status will be 'OPEN', limit will be '10' } @Get() getTasks(@Query() query: { status?: string; limit?: string }) { // query will be { status: 'OPEN', limit: '10' } } Example: Authorization: Bearer @Get() getUser(@Headers('Authorization') authHeader: string) { // authHeader will be 'Bearer ' } @Get() getRequestHeaders(@Headers() headers: Record) { // headers will be an object containing all request headers } @Get() getIp(@Ip() ip: strin…  ( 4 min )

Let’s face it: Working in a monorepo without proper tooling is like trying to parallel park a cruise ship. 🛳️ You’ve got 100 projects, 500 tasks, and a CI pipeline that takes longer to run than The Lord of the Rings trilogy. But here’s the good news—Nx, Turborepo, and Bazel can turn that ship into a speedboat. I’ve seen teams waste weeks untangling dependency graphs and debugging “works on my machine” ghosts. But with the right hacks, your monorepo can go from “chaos engine” to “velocity machine.” Buckle up. Why Your Monorepo Feels Like a Python Script on a NASA Rover Monorepos should simplify collaboration, but without turbocharged tooling: Task orchestration becomes “run everything and pray.” Caching is a myth (“But it ran 5 minutes ago!”). Dependency graphs look like your t…  ( 5 min )

Ever feel like the tech world speaks a secret language designed purely to confuse you? Like they're throwing around terms like "API" just to watch your eyes glaze over? It's okay, you're not alone. Sometimes, tech jargon feels less like helpful terminology and more like a robotic chant only understood by machines fueled by blinking lights and questionable energy drinks. But here's a little secret: that scary-sounding "API" is actually something you interact with constantly in your everyday life, probably even before you've had your morning caffeine fix. And it's not actually that complicated when you break it down. So, let's ditch the confusing code for a minute and talk about something much more important: coffee. Because, believe it or not, understanding how you get your glorious cup of …  ( 9 min )

The Mobility Database is an international catalog of public transit data for transit agencies, rider-facing apps, technology vendors, researchers, and others to use. It features over 3,000 General Transit Feed Specification (GTFS) and GTFS Realtime feeds. Here's what we did in May: Search by GTFS feature 🤔 Curious to know which GTFS features different agencies support? This new search filter allows you to easily discover feeds based on the features they’ve implemented, such as Fares, Flex or Pathways. Explore here. Update: TransitFeeds will be deprecated by December 2025 The Mobility Database is replacing TransitFeeds.com as the central open platform for discovering transit data. We’ll be adding two more features before removing access to TransitFeeds at the end of this year: Moving historical TransitFeeds data to the Mobility Database Adding routes and stop visualizations for each feed 🇨🇦All data from Statistics Canada’s Canadian Public Transit Database has now been added. 18 new locations: 🇧🇷Brazil, Rio de Janeiro: Angra dos Reis 11 new British Columbia static and real time feeds Quebec: Rouyn-Noranda 🇫🇷France: Occitanie Guernsey: Sark Shipping Sermersooq Tsu Airport Line and Kuwana City 24 updated locations including data from 🇨🇦Canada, 🇮🇳 India, 🇮🇱 Israel, 🇮🇹 Italy, 🇯🇵 Japan, 🇪🇸 Spain, and the United States. Detailed data breakdown here Are you using the Mobility Database for your app or website? Let us know so your needs can be considered in our roadmap. You can add your app to our list here. Many thanks to Transitous and Rome2Rio who added themselves this month! Byron Williams Christoffer Søndergaard Dan Cory (Urban Footprint) Diego Canales (ActionFigure) Giovanni R. Ferreora (City Hall of Angra dos Reis) Hiroyuki Ito (Rosenzu.com) Jannis R Karl von Weyhe Michael Salaverry @Solain Radha Krishna  ( 3 min )

When I first started using Jenkins, I began with Freestyle jobs, which felt straightforward—just click, configure, and run. Then I explored Pipelines and learned how they differ by building a Java app, scripting from the terminal, and using Git to manage project files. 1. Building with Freestyle Jobs Build my Java app using Maven Run shell scripts (after configuring Jenkins to recognize Git Bash) Understand that the pom.xml file is essential for Maven builds because it defines the project structure and dependencies Freestyle jobs provide an easy way to experiment, but there are limitations when the build process becomes more complex. 2. Exploring Pipelines – Defining Builds as Code Pipeline jobs allow defining every build step as code within a Jenkinsfile. Instead of using the UI, the process is scripted, for example: pipeline { agent any stages { stage('Build') { steps { echo 'Running build...' } } } } This approach enables version control of build processes, clearer visibility into each stage, and better scalability for complex workflows.  ( 3 min )

An organization’s structure determines how people communicate, make decisions, and stay motivated. Groups employees by specialized functions (e.g., Marketing, Finance). Pros: Deep expertise within departments Clear career paths and supervision Cons: Silos may form, limiting collaboration Slow decision-making across functions Organizes units around products, markets, or regions. Pros: Strong focus on specific product lines or geographies Faster response to local needs Cons: Resource duplication across divisions Potential competition for corporate support Combines functional and divisional chains of command. Pros: Flexible deployment of talent Encourages cross-functional teamwork Cons: Dual reporting can confuse roles Political jockeying for scarce resources Centers on a small core organization that outsources major functions. Pros: Highly adaptable to change Leverages external experts Cons: Less direct control over partners Dependency on external stability 5. Team-Based Structure Organizes around self-managed, cross-functional teams. Pros: High employee engagement and ownership Rapid innovation through diverse perspectives Cons: Role ambiguity can arise Requires strong team-building and conflict-management skills How Structure Shapes Behavior • Communication: Hierarchies vs. networks change how information flows. • Decision-Making: Centralized vs. decentralized structures affect speed and empowerment. • Motivation: Clear roles boost certainty, while fluid teams drive creativity.  ( 3 min )

In android applications, the programs and screens which users can interact are presented by activity. Every application have at least one activity, but not limited to one. There are several lifecycle process of activity: All of these lifecycle of activities are having their own callback methods, to run certain functions when they are reaching certain state: Activity First Created Initialization and basic setup of the activity you also need to call what layout to be served to UI Activity becoming visible to user User are able to see the activity, but not yet responsive for user interaction Preparation before becoming interactive Activity starts interacting with user For example, when you gets called when using your phone and you answer the call, after the call it will give you the resume Captures user input, usually where the implementations of app core's functionality is done This First 3 callback function will be created and called when open app System changed focus from the current activity For example, when you use application and open another app, onPause() will be called. Application still partially visible. Indicate activity to enter either stop or resume Activity is no longer visible to user Activity is destroyed usually used for clean up Activity is stopped and is starting again always followed by onStart() activity-lifecycle by developer android what is activity in android  ( 3 min )

Distributive (Competitive) Bargaining Distributive bargaining treats the resources at stake as fixed. Goal: Claim the largest possible share Mindset: “Win–lose,” zero-sum Tactics: Anchoring with extreme first offers Small, incremental concessions Withholding information Integrative bargaining seeks to expand value so both sides gain. Goal: Create a “win–win” outcome Mindset: Mutual problem-solving Tactics: Sharing interests, not positions Brainstorming multiple options Building trust and long-term relationships Preparation Define clear objectives and priorities Identify your Best Alternative to a Negotiated Agreement (BATNA) Research the other party’s needs and constraints Information Exchange Open with questions to understand interests Listen actively and take notes Clarify ambiguities before moving on Proposal & Bargaining Present your first offer strategically Use concessions to signal flexibility Seek trade-offs that create value Closure Summarize agreed points to confirm understanding Formalize terms in writing or contract Celebrate agreements to reinforce partnership Follow-Up Monitor implementation of commitments Address any unforeseen issues promptly Nurture the relationship for future negotiations  ( 3 min )

Step 1: Understand Superconductivity What’s Superconductivity? At super low temperatures, certain materials like niobium or aluminum lose all electrical resistance, becoming superconductors. Electrons pair up into Cooper pairs, moving through the material without losing energy. Why This Matters: Superconductivity allows quantum effects, like tunneling, to take place without interference from electrical resistance. This sets the stage for a Josephson junction. Think of It Like: A frictionless highway where cars (electrons in this case) can zoom along without slowing down. Step 2: Build the Josephson Junction Structure: A Josephson junction is made by sandwiching a super thin insulating layer (like aluminum oxide, just a few nanometers thick) between two superconducting materials (e.g., niob…  ( 4 min )

Create a simple Virtualized List While many of us have some or the other way have come across the UI performance issues in react which on digging take us to same old simplifying heavy DOM. It can be rendering large list items in list, lazy loading, image optimization, etc. With time as the application scales up the simplifying DOM rendering becomes a complex process. Here we are looking into list rendering but in virtual manner. typically we developers use map function to render the list in rows. with this approach rendering thousands of rows browser will create same no. of DOM elements. The DOM in background is using CPU/GPU of users system. This is not it, the CPU consumption increase with user events such as scroll or performing CRUD operations which results reduced framerate, lag …  ( 6 min )

TDZ Pro’s Hidden Growth Weapon: Why a Customized CRM and Data Mining Team Beats Automation Every Time Marcus ・ May 15 #crm #sales #datamining #startup  ( 2 min )

It started from the idea that it would be cool to have an automatically generated "zen koan" play out at a specified interval, automatically generated using prompt-engineering to created varied outputs. For example, every hour between 8AM and 8PM, I would call the API with a prompt like "Inspire me with amazing life energy and tie in _____" and the blank would be filled in with a random word or phrase so that each generation was fresh. Then this would be turned into audio with TTS and played through the speakers. This was just the basic idea, and I quickly began building this using Python scripting and ample help from GPT to accelerate the process. Quickly I realized it would be more fun to make it a creative app, and ideas began to flow. Eventually it became more to my taste as an artisti…  ( 10 min )

As a front-end dev still sharpening my skills, JavaScript keeps surprising me. Here are 5 simple but powerful JS tricks I wish I had discovered earlier — and now use all the time: 1. Optional Chaining (?.) const userName = user?.profile?.name ?? "Guest"; 2. Destructuring for Cleaner Code const { name, age } = person; const [first, second] = colors; 3. Array.some() and Array.every() items.some(item => item.stock > 0); items.every(item => item.stock > 0); 4. Spread & Rest Operators const newArray = [...arr1, ...arr2]; function sum(...nums) { return nums.reduce((a, b) => a + b, 0); } 5. Short-Circuit Evaluation && and || to simplify conditional logic: isLoggedIn && showDashboard(); const user = input || "Anonymous"; These tricks aren't advanced — just practical. Once I started using them, my code became much cleaner and easier to understand. If you're learning JavaScript, give these a try! What are your favorite JS tips? Drop them below!  ( 3 min )

I. Partitionnement du disque. A. Installation de l’image ArchLinux : Démarrez votre vm et appuyez sur la touche pour pouvoir accéder à la fenêtre du BIOS. Allez dans Boot Manager. Sélectionnez le CD contenant l’image iso pour l’installation de Archlinux. Ici on a : UEFI QEMU DVD-ROM QM00001. Sélectionnez le modèle d’installation : Arch Linux install medium (x86_64, UEFI). Une fois que le shell apparaît, vous pouvez écrire vos commandes. B. Quelques réglages et partitionnement du disque : Pour commencer, réglez votre clavier en AZERTY car il est configuré par défaut en QWERTY. Pour cela il faut, écrire la commande suivante: loadkeys fr. Utiliser la commande fdisk -l pour lister les disques présent ou la commande lsblk Remarque : fdisk -l permet d’afficher la ta…  ( 8 min )

Introduction YAML (YAML Ain’t Markup Language) is a human-readable data serialization language designed for configuration and data interchange. Unlike XML or JSON, YAML uses minimal syntax and indentation (spaces) to represent structure, making it easy for humans to read and write. Developers encounter YAML all the time: it’s the backbone of many DevOps tools (Kubernetes manifests, Docker Compose files, Ansible playbooks, CI/CD pipelines, GitHub Actions workflows, etc.). For instance, GitHub Actions workflows are defined in YAML files (in .github/workflows/), since “YAML is a markup language that’s commonly used for configuration files”. Because of its ubiquity in modern tooling and its focus on readability, understanding YAML is invaluable for developers. YAML’s syntax is defined by a …  ( 9 min )

i started it because one day i read this weirdly simple, sad story online. a guy passed away - just some normal crypto/creator dude - and his family couldn’t access anything. no logins. no wallets. no passwords. gone. millions lost. digital accounts just... locked in time. that stuck with me way more than i expected. i kept thinking: if i died today, would anyone know how to get into my stuff and recover all crypto that i stacked on different platforms? probably not. and that’s not because i have millions (i wish), but because our lives are so deeply tied to digital accounts now. everything from money to memories is behind a login screen. and yet - no one talks about what happens to it all when we're gone. so that’s where cipherwill came from. a simple thought: what if there was a way to s…  ( 4 min )

Integrating large language models like Gemini from Google into a .NET application is often associated with setting up HTTP clients, managing API payloads, handling rate limits, and parsing responses. If you're just starting out or want a simpler way, the MaIN.NET library offers a minimal setup to get you connected with just a few lines of code. This tutorial shows how to configure your app to use Gemini and includes a small example project to demonstrate interaction with the model. .NET SDK. A Gemini API key from Google AI Studio or Vertex AI. An IDE or text editor (e.g., Visual Studio Code, Rider, or Cursor) Internet connection for API access 💡 Good to know: Google currently offers a generous free quota for Gemini API usage via both AI Studio and Vertex AI. This is a great opportunity to…  ( 5 min )

Welcome back to The Tiny Cat Guide to AI! In our previous post on Prompt Engineering, we explored how to give clear instructions to our creative AI felines. 😹 Now, let's dive deeper and peek inside the "engine room". What exactly is Generative AI? How does it power these amazing capabilities? What makes these models tick? Generative AI is essentially a system combining countless learned patterns to create something entirely new. To help visualize the fundamental concept of how it works, I’ve put together another visual story. This time, it involves a rather surprising (and overflowing) box of tiny cats! As our cat-filled box illustrates, you can think of Generative AI as that brand new, super-talented cat that emerges. It can meow happily, purr with contentment, and knows all the best…  ( 5 min )

I’m developing a parental control app (Android 14-15, Android Studio Java) and need to take screenshots on a child’s Android smart phone(Samsung A15). However, all the common solutions I’ve found is just the MediaProjection API—have major limitations. For instance, it requires user approval every time the device reboots, and apps like YouTube can interrupt the recording process when they enter full-screen mode. Despite this, I’ve seen some parental control apps like Ever Accountable that request permission only once(Not Screen Recording-Installed Apps, but Accessibility, Device Administrator, Usage Stats and Notifications), can take screenshots silently in the background, and are not affected by interruptions from other apps. Can someone please recommend a proper, persistent solution for taking background screenshots without requiring repeated user interaction or being interrupted by other apps?  ( 3 min )

useReducer in React: A Step-by-Step Guide for Real-World State Management In modern React development, managing state predictably is key to building maintainable, scalable applications. While useState handles simple state needs, useReducer shines when your component’s state logic becomes more complex or when the next state depends on the previous one. In this article, we'll break down the useReducer hook in depth and show how it enables clear, scalable, and testable state transitions. We’ll also build a mathematical counter using reducer patterns, covering advanced JavaScript concepts like the spread operator, custom actions, and strict typing with TypeScript. useReducer? useReducer is a React hook that provides an alternative to useState. It’s commonly used when: State logic is comple…  ( 4 min )

Zyn 2.1.0 introduces flexible build profiles configurable entirely via zyn.toml. Now you can define compiler flags for release, debug, or any custom profile directly in your project config: `[settings.profiles.release] [settings.profiles.debug] [settings.profiles.your_profile] You can add custom profiles with your own names and flags, making builds fully tailored to your needs. Additional improvements include better internal architecture and updated documentation to help you use these new features. Getting started: Update to Zyn 2.1.0, configure your profiles in zyn.toml, and build with: zyn run --release Enjoy more control and simplicity in your C/C++ builds with Zyn!  ( 3 min )

Many people who seek solitude are often misperceived because our society places such a high value on socializing and joint activities. The one who skips the group event and hides in a corner, rather than participating in conversation, often ends up being labeled as a hermit or even friendless. In fact, choosing to be alone might be a positive and self-aware choice plenty of people make. Alone does not always mean lonely. Solitude is a refuge from the external world where quietness enables reflection, feelings are able to make sense of and lasting peace is found. A person who decides to spend time alone does not want to avoid others. It is about returning to oneself. Understanding the Appeal of Solitude Everyone has a unique amount of energy and interaction they are comfortable with. Others…  ( 5 min )

A post by fadi alakrami  ( 4 min )

Just installed Termux on your Android device and wondering what to do next? Great! You’re now one step closer to exploring the power of Linux on your phone. But before diving into tools like Metasploit or Nmap, you need to understand the basics— Termux commands. In this post, I’ll share the top 10 Termux commands that every beginner should know. These will help you navigate, manage files, install tools, and more. Let’s keep it simple and practical. pkg update && pkg upgrade This is the first command you should run after installing Termux. It updates all the packages to their latest versions. pkg update && pkg upgrade Pro Tip: Always update before installing any new tool. pkg install This command is used to install packages (tools or utilities) in Termux. pkg install python Replace py…  ( 4 min )

Do you guys remember those classic business game cards we used to play as kids? Suddenly, while exploring the Amazon Q game challenge, a wave of nostalgia hit me — why not recreate that fun digital version? I took few minutes to build the entire game . How We Used to Play 2 to 3 players (sometimes more!) A board full of cities across India We’d start by splitting the money we had Roll the dice to move around the board Buy cities when we landed on them Pay rent if someone else owned the city Encounter taxes, jail, lotteries along the way And finally, the player with the most tickets (or assets) wins the game! If you haven’t tried Amazon Q CLI yet, here’s a quick guide to get started: Install Q CLI on your machine Run q chat to start interacting Build your favorite games or apps! Why Amazon Q Developer CLI? It’s a powerful tool that simplifies working in Linux environments, saving you time and boosting productivity. Plus, it’s fun to build interactive CLI games — like our classic business board game! If you want to build Amazon Q CLI: Here is the blog link on how I installed, and also attaching the podcast link on AWS MCP https://medium.com/@abinayasv/vibe-coding-with-amazon-q-a-new-way-to-build-with-ai-fe0b28b6871e https://www.linkedin.com/posts/iamswetha7_aws-awscommunitybuilder-aws-activity-7328741056768860160-Muk2?utm_source=share&utm_medium=member_desktop&rcm=ACoAAC1z7TsBj6_ceWI9AC3F7lqWjPe9RWoRmLg  ( 3 min )

Table of Contents: Intro Documentation Each API gets a file Proxies and Environments Verbs live in one place Non-network data Benefits In conclusion As a UI Architect one common problem space I've noticed across teams and repos is how to organize network calls in web apps. Without a plan in place, you are likely to naively just call axios or fetch from any random component, JS file, or global store. Or you may try moving all network calls into your global stores so at least there is some consistency and it gets them out of the components. We tend to think of network calls as just a simple function that has two results (success/failure). This thought process can lead to underestimating the need for putting in the effort to organize them better. You may easily end up with a ton of network ca…  ( 11 min )

Alright, let's be real. If you're deep in the React trenches like I am, you know the usual suspects: React Router, Redux, maybe Axios for your data fetching. And yeah, they're great, staples even. But in 2025, just knowing the 'big three' (or four, or five...) isn't quite enough to really feel like you're flying, you know? My productivity, and honestly, my sanity, often comes down to those lesser-known, sometimes seriously underrated, npm packages. The ones that make you go, "Where have you been all my life?!" So, I've been wanting to share a list of tools that have genuinely made a difference in my projects. We're not just talking about the obvious headliners here. We're diving into some hidden gems that React developers should know – the kind that can truly supercharge React apps and str…  ( 14 min )

Hi devs 👋 After years of working on enterprise projects and constantly facing form-related challenges, I decided to build something I've always needed: an online form builder that actually works well for complex forms. 💡 FormSchema.com is my solution — a powerful, flexible, and developer-friendly form builder built for real-world use cases. 🧩 Why Another Form Builder? Nested sections Conditional logic Dynamic fields Multi-step wizards Custom validation Clean, maintainable integration with Angular, React, or plain HTML So I built FormSchema to support all of that — and more — with schema-driven forms. 🔧 What Makes It Different? Designed for Developers: JSON-based configuration, easy integration. Handles Complex Forms: Need nested fields, repeatable groups, or dynamic logic? It’s got you covered. Embeddable: Easily drop it into any site with a script tag. Custom Components: Extend it with your own Angular or React components if needed. Ionic Support: Works well in mobile hybrid apps too. ⚡ Quick Preview Design a form with drag-and-drop or code view. Add sections, logic, and validation. Get a public URL or embed code. Start receiving submissions immediately. 💻 Try It Out FormSchema.com and let me know what you think. It’s free to use for now. I’d love your feedback — especially if you deal with complex forms regularly. ✉️ Let’s Connect Feel free to reach out or drop your thoughts below! Always happy to hear from fellow developers.  ( 3 min )

Chrome DevTools introduced AI Assistance in October 2024. Initially, AI assistance could only modify page content, but it couldn't apply those changes directly to your local source code. At Google I/O 2025, a new feature was introduced, allowing you to apply changes from AI assistance directly to your local source code. This means any modifications made with AI assistance will now be persistent. To enable this, you need to connect your source code to Chrome DevTools via Workspace. Manually connecting source code can be inconvenient, especially when working on multiple projects. Fortunately, you can now automatically connect your source code to Chrome DevTools using Automatic Workspace Folders. For Automatic Workspace Folders to work, you need to create a com.chrome.devtools.json file insi…  ( 4 min )

Hey folks! 👋 I recently built GOSync, a lightweight desktop application that securely syncs files over SSH. It supports both password and key authentication, has a real GUI (PySide6), and even runs silently in the system tray. No cloud. No telemetry. Just your files — synchronized your way. ✅ SSH-based authentication (key or password) 🖥️ GUI built with PySide6 (Qt for Python) 🔒 Encrypted settings saved locally 🔁 Auto and manual sync options 📥 File upload/download over SCP 📂 Two-panel file view (local and remote) 🛠️ Tray support with quick actions 🧪 Cross-platform builds: Windows (.zip) and Linux (.AppImage) You can grab the latest release here: 👉 GitHub – GOSync No installer required — just extract and run. Python source is also available if you'd like to run it manually or contribute. bash pip install -r requirements.txt python main.py  ( 3 min )

Welcome back, developers! Yesterday, we learned how to branch and merge like Git ninjas. Today, we’re going full automation mode with GitHub Actions — your new best friend for building, testing, and deploying code without lifting a finger (well, almost 😎). Imagine having a robot that checks your code, runs tests, deploys apps, makes you coffee (okay, not that last one… yet) — all triggered by events like pushing to a branch or opening a pull request. GitHub Actions. It's a powerful CI/CD (Continuous Integration / Continuous Deployment) system built right into GitHub. ✅ Automate repetitive tasks 🧪 Run tests every time code is pushed 🚀 Deploy apps automatically 📦 Build and publish packages 🤝 Boost collaboration with teams Here’s how to build a simple GitHub Action that runs tests when …  ( 4 min )

How to create your own completion for vim Cherry Ramatis ・ Aug 5 '23 #vim #neovim  ( 2 min )

How to Build Dynamic Charts in React with Recharts (Including Edge Cases) caleb-ali ・ May 21 #react #datavisualization #typescript #rechart  ( 2 min )

Everything in Python is Object-Oriented Example: a = 2 # 'a' is an object of integer type Similarly: roll = [1, 2, 3, 4] roll.append(5) # list method roll.pop() # remove last element Here, roll is an object of the list class. A class is a blueprint. It has: Data / Properties → Variables Functions / Behaviors → Methods Example (Structure only): class Human: name age phone_no def demo(): pass Class names should be in PascalCase → ThisIsClass Variable and method names should be in snake_case → this_is_variable 💡 OOP Benefits ✅ Reusable code ✅ No global variables required ✅ Organized and modular code ✅ Easier debugging ✅ Data protection via encapsulation 🧨 Non-OOP Example (Risky!): balance = 100 def withdraw(amount): global balance …  ( 4 min )

I got a request from a user who asked if I could add a build of the docker-cheatset image for the arm64 architecture. I thought it was a good idea and luckily I had done this before, so I added it to the list of architectures that are built by the GitHub Actions workflow. Going over the repository, I saw that there was several things that could be improved. Pinning of the GitHub Actions Pinning og the Dockerfile base image I also added a push of the Docker image to GitHub Container Registry (GHCR). I found out that I had not pushed the last release to DockerHub, so improve the whole build and release process, would be a good idea. After several attempts and the following releases: 0.18.0 with added arm64 architecture to the build process and bump of base image 0.19.0 with added push to GHC…  ( 4 min )

Back with 5 more small-but-mighty Python scripts to automate your everyday tasks and boost your productivity!! 📧 1. Email Yourself a Daily Journal Entry import smtplib from email.mime.text import MIMEText body = input("What's on your mind today?\n") msg = MIMEText(body) msg['Subject'] = '📝 Daily Journal' msg['From'] = 'you@example.com' msg['To'] = 'you@example.com' server = smtplib.SMTP('smtp.gmail.com', 587) server.starttls() server.login('you@example.com', 'your_app_password') server.send_message(msg) server.quit() ✔️ Use an App Password if using Gmail. 🗂️ 2. Convert CSV to JSON in Seconds. import csv import json with open('data.csv', 'r') as f: reader = csv.DictReader(f) rows = list(reader) with open('data.json', 'w') as f: json.dump(rows, f, indent=4) ✔️ Swap CSV → JSON or vice versa with a quick tweak. 🔍 3. Find and Replace Text in Multiple Files import os folder = 'my_project' for file in os.listdir(folder): if file.endswith('.txt'): path = os.path.join(folder, file) with open(path, 'r+') as f: content = f.read().replace("OLD_TEXT", "NEW_TEXT") f.seek(0) f.write(content) f.truncate() ✔️ Automate tedious refactoring or content cleanup. 🎵 4. Download YouTube Videos as MP3 (Audio Only). from pytube import YouTube url = input("YouTube URL: ") yt = YouTube(url) stream = yt.streams.filter(only_audio=True).first() stream.download(filename="audio.mp3") ✔️ Turn lectures, podcasts, or tutorials into offline audio. 🌐 5. Check If Your Internet Is Working (and Speed) import speedtest st = speedtest.Speedtest() print(f"Download: {st.download() / 1_000_000:.2f} Mbps") print(f"Upload: {st.upload() / 1_000_000:.2f} Mbps") ✔️ Use in automation or when debugging slow web apps. 🪧 Like These? Here's What You Can Do: ✅ Bookmark this post 💬 Comment your favorite one 🔔 Follow me — because Part 3 might be next 👀  ( 4 min )

I taught Goose how to drive (a rover) Goose has no hands, no eyes, and no spatial awareness, but it can drive a rover! I came across a demo video from Deemkeen, where he used Goose to control a Makeblock mbot2 rover using natural language commands like "drive forward/backward," "beep," and "turn left/right" powered by a Java-based MCP server and MQTT. Inspired and excited to take it further, I taught the rover to spin, blink colorful lights, and help me take over the world! I needed to get a few tools installed on my development environment, including Docker, MQTT (brew install mosquitto), and Java. A Docker Compose file was provided to get started with MQTT, and I needed to make a few changes, and create some subfolders to store data. Goose helped with these instructions: version: '3.8'…  ( 6 min )

Written by Marie Starck✏️ The world has never been more distributed — physically or virtually. Thanks to the internet, businesses can now reach users across the globe. To support this reach, infrastructure must scale accordingly. Multi-region setups help reduce latency and increase reliability by distributing resources closer to users. In this article, you’ll learn how to set up a multi-region web application using AWS. We’ll walk through a high-level example of deploying a frontend and a small backend REST API distributed across the US and Europe. You’ll serve the app through two subdomains. There’s us.mysuperwebsite.com for users in the Americas and eu.mysuperwebsite.com for European users. We’ll use us-east-1 and eu-central-1 as our AWS regions. To begin, your frontend code needs to be…  ( 7 min )

Written by Anna Monus✏️ Slow-loading pages can stem from multiple causes, which makes them one of the most challenging issues to fix in web development. Lighthouse (LH) is Google’s free and open-source website auditing tool that can help you detect and solve your web performance issues and speed up your site. In this post, we’ll look into what Lighthouse audits are, how to interpret them, what they look like on a real website, and how to generate them in different ways. For the examples, we’ll use the homepage of the Mozilla Developer Network. Lighthouse audits are automated diagnostic checks that evaluate different aspects of the user experience and performance of a web page. They are part of a Lighthouse report that you can generate by running the LH tool on a web page. We’ll see later…  ( 9 min )

CREATE OR REPLACE PROCEDURE compare_tables_with_multi ( table_names IN SYS.ODCIVARCHAR2LIST, l_batch_no IN NUMBER ) AS sql_stmt VARCHAR2(10000); merge_stmt CLOB; ip_merge_stmt_1 CLOB; ip_merge_stmt_2 CLOB; set_clause VARCHAR2(10000); insert_clause_dst VARCHAR2(10000); insert_clause_src VARCHAR2(10000); ip_tbl_last_update_col VARCHAR2(1000); ip_tbl_create_date_col VARCHAR2(1000); ip_tbl_primary_col VARCHAR2(1000); resultset tbl_nmbr; insert_rows_affected NUMBER(10); chunk_sql VARCHAR2(4000); task_name VARCHAR2(1000); l_try NUMBER(5); l_status NUMBER(5); chunk_size NUMBER(10) := 20000; BEGIN FOR i IN 1..table_names.COUNT LOOP -- Validate table_name IF table_names(i) IS NULL OR NOT REGEXP_LIKE(tabl…  ( 4 min )

Fast doesn’t mean meaningful. 🟢 The Ultimate Guide to Building a Personal Brand That Stands Out The Art of Networking: How to Build Strong, Meaningful Relationships We track tasks, optimize routines, chase goals… If your calendar’s full but your heart’s not in it, you’re just sprinting in a circle. Fix this: Define what success means to you. Match your work to that vision. Let go of tasks that just look good on paper. Purpose isn’t fluffy. ✅ CTA: Build aligned productivity at SmartSolveTips.com  ( 3 min )

This is a submission for the Postmark Challenge: Inbox Innovators. I built a seamless email-to-fax module as part of FS PBX, a FreeSWITCH-based business phone system. This new feature allows users to send faxes simply by emailing an attachment to a formatted Postmark email address. The system parses the incoming email, processes attachments, and delivers the fax using FreeSWITCH. All status notifications, including errors, are sent back to the user via Postmark, creating a smooth and reliable faxing experience directly from any email client. To send a fax with FS PBX: 1. Compose an email: In the “To” field, enter the 10-digit destination fax number (no spaces or dashes) followed by @fax.yourdomain.com Example: 9093655050@fax.yourdomain.com 2. Add your company’s fax number in the Subject fi…  ( 4 min )

Busyness feels like progress—until it doesn’t. 🟢 How to Build a Strong Personal Brand for Career Success The Power of Networking for Professional Growth What most people call “overwhelm” is usually: Saying yes to everything. Letting other people’s urgency dictate your focus. Mistaking motion for meaning. Here’s how to flip that: Start with just 3 high-impact tasks daily. Say no to work that doesn’t align. Use the Eisenhower Matrix—every week. You're not meant to do everything. ✅ CTA: Want clarity without the chaos? Reclaim focus at SmartSolveTips.com  ( 3 min )

Are you curious about hacking, coding, or Linux but only have a smartphone? Don’t worry— Termux is your gateway to a whole new world of possibilities, right from your Android device. In this beginner’s guide, I’ll break everything down in simple English. You’ll learn what Termux is, why it’s powerful, and how you can start using it today—even if you’ve never touched a terminal before. Termux is a powerful terminal emulator for Android. It lets you access a Linux environment and run command-line tools directly from your phone or tablet. Think of Termux as a toolbox. Inside it, you can: Install Linux packages Write and run shell scripts Use programming languages like Python or C Learn ethical hacking tools like Nmap, Hydra, or Metasploit Control remote servers using SSH Automate tasks with s…  ( 5 min )

Artificial Intelligence (AI) is redefining security in software applications by facilitating heightened weakness identification, automated assessments, and even autonomous threat hunting. This article delivers an in-depth narrative on how generative and predictive AI are being applied in the application security domain, designed for cybersecurity experts and decision-makers as well. We’ll delve into the growth of AI-driven application defense, its modern strengths, obstacles, the rise of autonomous AI agents, and prospective trends. Let’s begin our exploration through the past, present, and coming era of AI-driven application security. History and Development of AI in AppSec Early Automated Security Testing see how get started Growth of Machine-Learning Security Tools A notable concept…  ( 11 min )

Have you ever faced difficulty with conversions from JSON to CSV or CSV to JSON? JSON makes a programmer’s life easy, while CSV makes an accountant’s life easy. But when we’re working across teams or systems, we often need both formats. That’s where conversions come in. Sure, there are plenty of online tools available. It’s convenient — but let’s pause for a second... What about data privacy? We’re developers — we can solve this ourselves. And the best part? Bash script + PHP (hey, PHP isn’t dead yet 😉). JSON to CSV php -r '$data = json_decode(file_get_contents("path/input.json"), true);$fp = fopen("output.csv", "w");fputcsv($fp, array_keys($data[0]));foreach ($data as $row) fputcsv($fp, $row);fclose($fp);' CSV to JSON php -r '$csv = array_map("str_getcsv", file("path/input.csv"));$headers = array_shift($csv);$data = array_map(fn($row) => array_combine($headers, $row), $csv);file_put_contents("path/output.json", json_encode($data, JSON_PRETTY_PRINT));' ➕Bonus: XLSX to JSON libreoffice --headless --convert-to csv input.xlsx --outdir . && mv input.csv desired_name.csv  ( 3 min )

🚀 Week 4 of My Web Development Journey I’ve just wrapped up Week 4 of my web development journey, and it was packed with some seriously powerful CSS concepts. From layout mastery to a full personal portfolio — here’s everything I learned and practiced this week: 📚 Topics I Covered: 🔹 CSS Positioning 🔹 CSS Flag Project – The Flag of Laos 🔹 Advanced CSS -> CSS Display: Learned and practiced how elements behave: block, inline, inline-block, and none. -> CSS Float: Got a look into how float was used for layouts before Flexbox became standard. -> Responsiveness: Learned how to design websites that adapt gracefully to different screens. -> Media Queries: Practiced using conditional CSS to target mobile, tablet, and desktop views. -> Mini Project – Web Design Agency: Built a small responsive agency website to apply everything. 🔹 Flexbox 🔹 CSS Grid 🔹 Bootstrap It’s like CSS on steroids — great for rapid prototyping. 🔹 Capstone Project – Personal Portfolio 🧠 Key Takeaways: ⚡ Challenges I Faced: Bootstrap’s class naming took a bit of practice to get used to, but it’s clicking now! 📌 Projects & Code: 💬 Let’s Connect! Which layout method do you prefer — Flexbox or Grid? Drop your thoughts in the comments or share your layout wins and fails! Let’s learn together. 😄  ( 4 min )

As a developer working with JavaScript, it is crucial to understand the built-in array methods that enable efficient and readable data manipulation. Among these, filter, map, and reduce stand out as essential tools for transforming and processing arrays in a functional programming style. This article explores these three methods in detail, providing clear syntax, use cases, and examples. filter(): Selecting Specific Elements Purpose: The filter() method creates a new array containing elements from the original array that satisfy a specified condition. It is commonly used when you want to exclude elements based on a logical test. const filteredArray = array.filter(callback(element, index, array)); callback: A function that returns true to keep the element or false to exclude i…  ( 6 min )

A post by Tech Dung  ( 5 min )

Cheating at Search with LLMs Nick K ・ May 21 #webdev #programming #ai #rag  ( 2 min )

Are you still doing repetitive tasks manually? These Python scripts are small, powerful, and designed to save your time and energy—whether you're a developer, student, freelancer, or just someone who uses a computer daily. 📁 1. Bulk Rename Files in a Folder import os for count, filename in enumerate(os.listdir("my_folder")): dst = f"file_{count}.txt" os.rename(f"my_folder/{filename}", f"my_folder/{dst}") ✔️ Renames all files to file_0.txt, file_1.txt, ... 📚 2. Merge All PDFs in a Folder import PyPDF2 import os merger = PyPDF2.PdfMerger() for pdf in os.listdir(): if pdf.endswith(".pdf"): merger.append(pdf) merger.write("merged.pdf") merger.close() ✔️ No more dragging PDFs into online tools. Done locally in seconds. 📝 3. Extract Text from Any PDF from PyPDF2 import …  ( 4 min )

Neste episódio do Fronteiras da Engenharia de Software, Genaína Rodrigues falou sobre suas pesquisas em Engenharia de Missões Robóticas, tendo sido entrevistada por Adolfo Neto e Maria Claudia Emer. Genaína é professora associada da Universidade de Brasília e possui doutorado pela University College London, além de mestrado pelo CIn/UFPE e graduação pela UnB. YouTube: https://youtu.be/qghdjPnVxW4 Spotify: https://open.spotify.com/episode/0cCqI2NB7YC57rLMQcGyDn Demais plataformas: https://creators.spotify.com/pod/show/fronteirases/episodes/Engenharia-de-misses-robticas--com-Genana-Rodrigues-UnB-e333gp9 Site do Fronteiras da Engenharia de Software: https://fronteirases.github.io/episodios/paginas/56  ( 3 min )

Integrating Apple Pay with Stripe in a React Native CLI project involves configuring your Apple Developer account, setting up Stripe, installing dependencies, and implementing the payment flow. This guide uses the @stripe/stripe-react-native SDK and is iOS-focused, as Apple Pay is available only on Apple devices. Before starting, ensure you have the following: A React Native CLI project (not Expo). A valid Apple Developer Program account. A Stripe account (test keys available). Xcode installed on macOS. A physical iOS device (real Apple Pay testing). Node.js, npm or yarn. A code editor like VS Code. You must be enrolled in the Apple Developer Program to use Apple Pay. Sign in to the Apple Developer Console. Go to Certificates, Identifiers & Profiles > Identifiers. Click the + button. Selec…  ( 5 min )

This is a submission for the Bright Data AI Web Access Hackathon I created Challenge Feed, a web application where you can discover the latest programming challenges from several popular platforms—all in one place. Developers often need to visit several sites and browse multiple pages to find new challenges. My goal was to simplify this process, making it faster, more centralized, and engaging. Challenge Feed collects challenges from different sources, stores and manages this data using Bright Data, and displays everything in a modern interface with features like saving, liking, and viewing highlights in a stories format. Whether you’re looking for hackathons, code jams, or online competitions, you’ll now find it all in one place. You can try Challenge Feed live here: 👉 https://challenge-…  ( 4 min )

What to Watch on Hulu: Top Shows and Movies Right Now on Hulu If you’re wondering what to watch on Hulu, you’re in for a treat. Hulu has solidified its place as a go-to streaming platform, offering a diverse catalog of award-winning series, blockbuster movies, and fresh releases that cater to every taste. Whether you’re asking what shows are on Hulu, what movies are on Hulu, or what is new on Hulu, this guide will help you navigate the platform’s best offerings as of May 2025. Let’s dive into the top picks for what can I watch on Hulu right now. Hulu’s reputation for quality entertainment continues to shine, thanks to its curated selection of original content and partnerships with networks like FX. One standout series to explore is The Bear, a critically acclaimed drama that snagged 11 E…  ( 4 min )

This guide provides step-by-step instructions for setting up a graphical user interface (GUI) on a Linux virtual machine and accessing it remotely using Remote Desktop Protocol (RDP). This works for both Azure VMs and AWS EC2 instances. For a visual walkthrough of this process, check out our YouTube tutorial: Hate Command Line? Get a FULL GUI on Your Linux Cloud VM Instead! GUI (Graphical User Interface): The visual way to interact with your computer using windows, icons, and menus instead of text commands. RDP (Remote Desktop Protocol): Microsoft's protocol that allows you to connect to and control a remote computer as if you were sitting in front of it. XRDP: An open-source implementation of the RDP protocol that allows RDP clients to connect to Linux machines. XFCE: A lightweight deskto…  ( 6 min )

sync.Pool is a high-performance tool in Go's standard library for caching and reusing temporary objects. It is suitable for the following scenarios: Scenario: Objects that need to be frequently created and destroyed (such as buffers, parsers, temporary structs). Optimization goal: Reduce memory allocations and garbage collection (GC) pressure. Example: // Reuse byte buffers var bufPool = sync.Pool{ New: func() interface{} { return bytes.NewBuffer(make([]byte, 0, 1024)) }, } func GetBuffer() *bytes.Buffer { return bufPool.Get().(*bytes.Buffer) } func PutBuffer(buf *bytes.Buffer) { buf.Reset() bufPool.Put(buf) } Scenario: Concurrent request processing (such as HTTP services, database connection pools). Optimization goal: Avoid contention for global resources, a…  ( 6 min )

"Bringing the power of modern AI into the hands of developers — the Spring way." Spring AI 1.0 has officially reached General Availability (GA) as of May 20, 2025 — and it's a milestone worth celebrating for Java developers, enterprise teams, and anyone looking to integrate AI into production systems without reinventing the wheel. 📢 Official Announcement 🚀 Get Started Tutorial 🧠 Deep Dive by The New Stack Spring AI brings a consistent, idiomatic, and pluggable framework for integrating AI into Spring Boot applications. It abstracts the complexities of LLMs and vector stores — offering developers a clean, declarative API to interact with AI capabilities like: Prompt templates Embedding generation Vector store access AI function invocation RAG (Retrieval-Augmented Generation) patterns And…  ( 4 min )

Text-based searches can be slow in relational databases, especially when dealing with large datasets. This is because these databases are primarily designed for structured data and not optimized for full-text search. When performing such searches using operators like LIKE, the database often needs to examine each row individually to find matches. This row-by-row comparison is inefficient and can lead to timeouts or significant performance issues, particularly with large volumes of data. To optimize the text searches we can use Elastic search. To observe the power of elastic search, lets take an example of REST api built with express. 1. Create an express app New express app is created with 2 routes - 2. Set up mySQL and elastic search client npm i mysql2 @elastic/elasticsearch 💡 Note: Elastic search service should be running on local port 9200. Elastic search requires creation of index before we can insert data , similar to a database in mysql. For index creation checkout the full source code added at the end of the article . 3. Set up routes for REST api Route creation for path dbSearch which uses mySQL Route creation for path elasticSearch using elastic search Both the queries are similar. 4. Start up express server and test REST api Rest Api using mysql Rest Api using elastic search The search performed using elastic search is ~165% faster on average. Full code here - Github What are your thoughts on usage of elastic search?  ( 3 min )

As someone who's not too familiar with using Python, I am confused about creating multiple virtual environments with different Python versions. To solve this issue, I found a helpful library that can help me create multiple virtual environments with different Python versions. I use pyenv and pyenv-venv to tackle this problem, and many tutorials explain the installation process in Linux and MacOS, so I will share how to install it on Windows. pyenv and pyenv-venv Firstly, I need to install both the library by following the instructions on the git page pyenv-win and pyenv-win-venv. For the first step, I need to install pyenv first by executing these commands: Invoke-WebRequest -UseBasicParsing -Uri "https://raw.githubusercontent.com/pyenv-win/pyenv-win/master/pyenv-win/install-pyenv-win.p…  ( 4 min )

✅ Yes – if you don’t adapt, it will replace you. ✅ Yes – if you ignore it, you will be left behind. But if you embrace it, AI becomes a powerful ally — not a threat. “Is AI going to replace developers?” And the answer is: Not the good ones. AI can assist with small tasks. It can generate snippets. It can even help brainstorm ideas. But when it comes to: Rolling out a full application Designing a secure, scalable architecture Setting up complex infrastructure or clusters That still requires human expertise. That still requires you. We need architects — People who understand logic, structure, and strategy. AI is only as smart as the instructions it gets. So the question isn’t whether AI is a threat. It’s whether you’ll lead with it – or get left behind by it.  ( 3 min )

A post by Chris van Steenbergen  ( 3 min )

In an age where information drives everything from decisions to conversations, news applications have become essential tools for millions of users. Whether it's breaking stories, tech updates, or global headlines, users crave accessible and organized news platforms—especially on mobile. If you're a beginner interested in mobile development, building a news app using React Native and JavaScript is a powerful starting point. In this comprehensive guide, you’ll not only learn how to create a basic news app, but you’ll also explore how real-world concepts—like fetching data from APIs, structuring UI components, and navigating between screens—come together in a practical project. By the end, you’ll have a functional mobile app and the confidence to take on more complex builds. Let’s get started…  ( 5 min )

10 VS Code Extensions That Save Me Hours Every Week As a developer, these tools turbocharge my workflow—here's how they can help you too. When I first started coding, I wasted hours on manual formatting, debugging, and repetitive tasks. Now, with the right VS Code extensions, I automate the tedious parts of my day and focus on what matters: building great software and solving data problems. Here are my top 10 picks (plus pro tips!) for saving time and sanity. Why I love it: No more arguing about semicolons or indentation. Prettier automatically formats code on save, enforcing consistency across projects. Pro Tip: Pair it with .prettierrc to customize rules for JavaScript, Python, or YAML. // .prettierrc { "semi": false, "singleQuote": true } Time Saved: 1+ hour/wee…  ( 4 min )

Google has introduced Veo 3, a neural network designed to generate videos with audio, including accented speech and background noise. Key highlights: What are your thoughts on this? Would be happy to read them in the comments below!  ( 3 min )

In today's digital age, building high-performance and reliable web services is a goal pursued by every developer. Today, we sincerely recommend Hyperlane to you. It is a lightweight and high-performance Rust HTTP server library designed to simplify your network service development. Hyperlane is built with pure Rust and the standard library, offering true cross-platform compatibility across Windows, Linux, and macOS, with a consistent API experience on all platforms. It relies on Tokio's asynchronous runtime to achieve seamless network communication without any platform-specific dependencies. Main Features: Supports HTTP request parsing, response building, and TCP communication. Supports request and response middleware, WebSocket, and Server-Sent Events (SSE) for flexible and efficient real…  ( 4 min )

Data cleaning is a useful process to articulate the desired state of data before being ingested and used for insights and visualization. Data driven decisions often depend on accuracy of the data being presented. Missing data Incorrect data Outliers Duplication Irrelevant data Missing data Imputation (mean, median, mode) dropping rows/columns with excessive missing values Incorrect data Validate against external reference standardization of formats manual correction by domain expert/review Outliers - deleting / retaining based on domain review Duplication - fuzzy matching, use unique indentifiers Irrelevant data - feature importance score, correlation analysis to determine and remove features of low variance or no contribution to target variables. import pandas as pd df = pd.read_csv('your_data.csv') imputer = SimpleImputer(strategy='mean') df['A'] = imputer.fit_transform(df[['A']]) df = df.dropna(axis=0, thresh=df.shape[1] // 2) # Drop rows with > 50% missing df['A'] = df['A'].astype(str) Q1 = df['A'].quantile(0.25) df = df.drop_duplicates() X = df.drop(columns=['target']) y = df['target'] model = RandomForestClassifier() model.fit(X, y) feature_importances = pd.Series(model.feature_importances_, index=X.columns) important_features = feature_importances[feature_importances > 0.01].index df = df[important_features.tolist() + ['target']] Now df is cleaned and ready for analysis or modeling.  ( 3 min )

Join the Postmark Challenge: Inbox Innovators - $3,000 in Prizes! dev.to staff for The DEV Team ・ May 21 #devchallenge #postmarkchallenge #webdev #api  ( 2 min )

Hyperlane: A Lightweight, High-Performance Rust HTTP Server Library In modern web service development, developers need a lightweight and high-performance HTTP server library to simplify the development process while ensuring efficient service operation. Hyperlane is designed for this purpose—a Rust HTTP server library aimed at providing an easy-to-use and powerful experience for network service development. Hyperlane not only supports basic HTTP request parsing, response building, and TCP communication but also offers rich functionalities to meet the needs of modern web service development: Middleware Support: Hyperlane allows developers to easily add middleware for requests and responses, enabling flexible request handling and response generation logic. Real-Time Communication: With sup…  ( 5 min )

Original article: Feeling like your Windows machine is crawling? Before you throw it out the window (pun intended), try these simple tips to speed things up! I'll keep things simple, actionable, and beginner-friendly. You don't need to be a tech wizard to do any of these. If you have too many apps launching at boot, they can negatively impact your system's performance. Press Ctrl + Shift + Esc to open Task Manager (or search for it in the Start Menu), then go to the Startup Apps tab and disable what you don't need. Right-click on the startup apps you want to disable at startup and select Disable. Don't worry; disabling them here won't uninstall anything, it just stops them from launching automatically. You'd be surprised how many pre-installed apps or unused software sit around doing not…  ( 5 min )

Building web applications requires both front-end expertise and back-end infrastructure. Appwrite Sites simplifies this process by providing a platform for deploying, hosting, and scaling web applications. To ease this process even further, Appwrite Sites offers a variety of starter kits for popular frameworks like Next.js, React, Vue, Nuxt, Angular, SvelteKit, and Flutter. In this blog, you will learn how to set up the SvelteKit starter template and deploy it to Appwrite Sites. SvelteKit is a modern web framework built on top of Svelte that enables fast, server-rendered and client-enhanced web applications with powerful routing, data loading, and deployment features out of the box. Appwrite's SvelteKit starter template includes: A clean, single-page UI Integration with Appwrite's SDK Pre-…  ( 4 min )

In the rapidly evolving field of AI-driven video generation, OpenAI’s Sora stands out as a pioneering tool that transforms textual prompts into dynamic, high-fidelity videos. However, harnessing Sora’s full potential requires more than just descriptive language—it demands a strategic approach to prompt crafting grounded in cinematic principles, clarity, and iterative refinement. Recent evaluations highlight both Sora’s impressive capabilities and its current limitations, including bias and inconsistencies in rendering complex scenes. By understanding Sora’s underlying technology, adopting best practices from expert prompt engineers, and learning from community-driven experiments, creators can significantly improve output quality. This article synthesizes the latest insights and news to off…  ( 7 min )

TDZ Pro’s Hidden Growth Weapon: Why a Customized CRM and Data Mining Team Beats Automation Every Time Marcus ・ May 15 #crm #sales #datamining #startup  ( 2 min )

This guide is for absolute beginners who want to get into AI/ML using JavaScript. Yes, Python is dominant in the AI world, but JavaScript is evolving fast and has growing support for AI frameworks. You can learn the fundamentals and even build real AI-powered apps in JS. Why Learn AI with JavaScript? Prerequisites Level 1: Core JS Foundation Level 2: Math & Logic for AI Level 3: Data Skills in JS Level 4: ML & AI with JS Bonus: Combine JS + Python Project Ideas Tool Stack for JS AI Final Tips Works in browser: No complex setup. Great for frontend + AI: Perfect for real-time web apps. TensorFlow.js allows training and deploying ML models in the browser or Node.js. No coding experience required. Just basic computer and internet knowledge. Curiosity and consistency. Variables (let, const) Dat…  ( 4 min )

Google’s groundbreaking Project Starline, which aimed to make video calls feel like in-person meetings, has evolved into Google Beam — an advanced 3D communication platform that now incorporates real-time AI translation. Announced at Google I/O 2025, this technology promises to transform how we connect across distances, making remote interactions feel remarkably natural and breaking down language barriers. Project Starline Transforms into Google Beam: Revolutionizing Remote Communication | by Gajanan Rajput💚 | May, 2025 | Medium Gajanan Rajput💚 ・ May 21, 2025 ・ Medium  ( 3 min )

We are thrilled to partner with Postmark to bring the community a brand new DEV challenge. Running through June 1, the Postmark Challenge: Inbox Innovators invites you to play with data by leveraging Postmark's inbound email parsing capabilities. Email remains one of the most universal and powerful communication tools, and Postmark's developer-focused API makes it easier than ever to incorporate sophisticated email functionality into your applications. This challenge is your opportunity to demonstrate how creative you can get with email-based features while adding an impressive project to your portfolio! Read on for our prompt. For this challenge, your mission is to build an application using Postmark's inbound email parsing feature. Postmark's inbound email parsing allows you to receive …  ( 5 min )

We all love to build things that “just work.” But sometimes, the very things that seem perfect on the surface can silently rack up technical debt, or worse, financial cost. Let’s talk about caching. Sometime last year, I implemented a payment integration flow: Generate a token Authorize the request Create a payment link It was seamless. This setup successfully handled hundreds of thousands of deposits. No errors. No downtime. Everything looked rock solid. Until about 6 months later. Our payment gateway provider reached out: "We’re seeing a spike in token generation. It’s burning through our resources." My first reaction: Wait, what? We followed the docs and generated a new token before every payment. Nothing seemed wrong. But here’s what we missed: each token had a 20-minute lifespan. Yet,…  ( 4 min )

Imagine this: you have spent countless hours designing an exceptional website. The UI was spotless, the content was informative and entertaining, and the code was pristine. But when you finally googled it, it had been buried deep inside - somewhere on the pages of much worse sites. Why? Because it gave the least importance to the technical SEO factor. In the modern digital space, technical SEO is the backbone of online visibility; it ensures that search engines can crawl and understand your website well enough to rank it. Without this, even the best websites will never be found. Now, let's dive deep into actionable tips on how to optimize your site structure and performance for both search engines and users. Perfect Your Site Structure A well-organized site structure acts like a roadmap fo…  ( 5 min )

Large Language Models (LLMs) have demonstrated remarkable capabilities across a myriad of natural language processing tasks, from content generation to complex reasoning. However, achieving peak performance and ensuring alignment with specific user needs and safety guidelines remains a significant challenge. Traditional fine-tuning approaches often fall short in capturing the nuanced preferences and implicit knowledge that are critical for real-world applications. This article explores how integrating both human and AI-generated feedback into the LLM fine-tuning pipeline on Amazon SageMaker can dramatically enhance model performance, robustness, and alignment. Context and Motivation While pre-trained LLMs offer a powerful foundation, their general nature often necessitates further adaptati…  ( 12 min )

Started Volunteering as a System Admin for an NPO About two months ago, I started volunteering for an NPO in a system admin role. The organization is quite pre-modern in how it operates—user inquiries were handled entirely via email. Sometimes our IT-related team handled the issues, and other times we had to forward them to the appropriate department. Of course, that meant forwarding the emails. I hadn’t seen dozens of endless “Re:Re:Re:” threads in a while. It felt like time-traveling back to the 2000s when I first entered the workforce. Fortunately, the NPO uses Google Workspace for Nonprofits, so we have access to the basic Google apps. I decided to centralize user inquiries using a Google Form. However, form responses are aggregated into a spreadsheet by default, and managing each ca…  ( 6 min )

Setting up automated deployments is crucial for developers who want to streamline their workflow and push updates faster. But managing complex CI/CD tools like Jenkins can slow things down and add unnecessary complexity. What if there was a simpler way to deploy your app automatically after every Git push, without dealing with the overhead of Jenkins? In this post, we’ll walk through a straightforward way to set up auto deployments after every Git push using an easy-to-use platform - without the need for Jenkins or complex configurations. Auto deployments are a game-changer. Instead of manually deploying your app each time you push code, everything happens automatically. This means your latest changes are live as soon as they’re committed, allowing you to see the impact of your work quickl…  ( 5 min )

Hyperscale refers to an IT architecture’s ability to efficiently and rapidly scale as resource demands increase. It's the backbone of operations for tech giants like Google and Amazon, allowing them to manage massive volumes of data with ease. This architecture integrates computing, storage, and virtualization into a unified system that supports high-performance and scalable infrastructures. Hyperscale is important because it plays a critical role in managing dynamic workloads and handling the exponential growth of data. Businesses benefit from rapid scalability without major infrastructure overhauls, cost efficiency through optimized resource usage, and enhanced performance and reliability via distributed systems. This makes hyperscale a vital tool for organizations embracing big data and…  ( 4 min )

As businesses grow, platforms like Heroku often become limiting. You start to feel the need for more control over networking, infrastructure, security, and scalability. That’s exactly where AWS comes in — but transitioning from a PaaS like Heroku to a powerful IaaS like AWS can feel overwhelming. At Hybytes, we’ve helped several teams migrate from Heroku to AWS using Terraform, and in this post, I want to share a breakdown of how to approach this migration in a structured, repeatable way. Heroku is great for getting started fast. But for growing teams, it brings challenges like: High costs at scale Limited infrastructure control Vendor lock-in Basic security/compliance tools AWS provides the flexibility and scale you need — but requires good DevOps practices. We used Terraform to provision and manage infrastructure across: VPC, Subnets, Security Groups Amazon RDS (PostgreSQL) Amazon ECS/Fargate for containers SSM Parameter Store for config and secrets ALB + Route 53 for traffic routing We broke down the migration into clear stages: infrastructure setup, data migration, containerization, CI/CD pipeline, then DNS cutover. Always start with a staging environment before going live Use Terraform workspaces to manage multiple environments Set up CloudWatch and cost alerts from day one Replace Heroku Config Vars with SSM parameters securely Terraform GitHub Actions for CI/CD Docker + Amazon ECR pg_dump / pg_restore for PostgreSQL migrations Datadog for monitoring Moving from Heroku to AWS isn’t just a technical migration — it’s a shift in how your team builds and operates. With Terraform, it becomes much more manageable, auditable, and scalable. We’ve documented our full guide here: If you're planning something similar, feel free to connect. I’d love to share ideas or collaborate on content!  ( 4 min )

I Applied at a FAANG and Failed — Three Interviewing Lessons Cesar Aguirre ・ Aug 19 '24 #career #interview #careerdevelopment #beginners  ( 3 min )

A cryptocurrency exchange is a digital platform designed to buy, sell, and exchange various crypto assets. It works on the principle of classic stock exchanges, but instead of shares and goods, users trade digital currencies: Bitcoin, Ethereum, and other altcoins. I got some key features for analytics from my article on the development of a crypto exchange on the Merehead website. Cryptocurrency exchanges are an integral part of the digital financial ecosystem. Such platforms provide convenient tools for making transactions and create a liquid market for traders and investors around the world. Users can buy crypto on such platforms for fiat money (dollars, euros, hryvnias) or exchange one digital asset for another. Exchanges provide traders with tools for market analysis, placing orders, a…  ( 6 min )

🎙️We have prepared a lot of new things in HMPL.js for developers! Anthony Max for HMPL.js ・ May 21 #webdev #javascript #programming #opensource  ( 2 min )

How AI's Self-Engineering Feedback Loops Are Rewriting Technological Evolution In the quiet hum of data centres worldwide, a subtle revolution is taking place. Artificial intelligence systems are no longer merely tools crafted by human engineers; they have begun to participate in their own evolution. Through intricate networks of feedback loops, today's AI systems are learning not just from human input but from their own outputs, mistakes, and interactions—effectively turning the traditional innovation cycle inside out. This recursive self-improvement represents perhaps the most profound shift in technological development since the industrial revolution: machines that increasingly engineer themselves. As we stand at this inflection point, the cascading effects of AI's self-engineering ca…  ( 13 min )

Functional Requirements: 1-to-1 Chat Last Seen Group Chat Text only (E2E Encryption) Non-Functional Requirements: Messages must reach the receiver quickly. Communication must be real-time. Assumptions Functional Requirements: 3 billion monthly active users, 2 billion daily active users, with 33 minutes of daily usage per user. Each user sends a "last seen" status 10 times per minute. 5% of 2 billion = 100 million concurrently active users. 100 billion messages per day or 2KB × 100 billion = 2 × 10¹¹ KB = 200 TB per day. 100 billion messages per day = 1.16 million messages per second. We will use Signal Protocol for end to end encryption Capacity Estimation 3 billion monthly active users, 2 billion daily active users, with 33 minutes of daily usage. 100 million concurrently active users. 10…  ( 4 min )

We maximize what we measure. Without clarity on purpose, we measure the things that make us feel good. These pleasures distract us from deriving joy from what we maximize. In short, we (I) tend to focus on the input more than impact. By understanding how to define and measure productivity for ourselves, we reset our focus. First we will define productivity, then we will understand how to use all sources of information, last we'll look at 6 lenses we can use to view our own productivity and how we can "clean the lense" to have a more clear picture. If we define productivity as "the ability to have impact," our metrics for whether we are productive are subject to the context in which we operate. Put another way, there is no consistent metric we can apply to understand whether we are producti…  ( 9 min )

On May 20, 2025, Google hosted its annual developer conference, Google I/O 2025. The event introduced groundbreaking updates across AI and Extended Reality (XR), signaling the beginning of a new era in computing. Below is a streamlined summary of the most important announcements. Watch the full keynote: https://youtu.be/o8NiE3XMPrM Gemini 2.5 Pro (I/O Edition): Google’s most advanced foundation model yet. Ranked #1 across all categories on the LMArena leaderboard. Coding ability improved by 142 Elo points. It supports advanced code generation and real-time design optimization, available for free. Gemini 2.5 Flash: A lightweight, fast, and low-cost version optimized for inference and long-context processing. DeepThink Mode: New for Gemini 2.5 Pro, it enhances performance through extended th…  ( 5 min )

🎉 react-emoji-toggle-button is available now! ✨ Key Features: Perfect for chat apps, comment sections, and any interactive UI that deserves an expressive touch! 💬💛 🌐 Live Demo: Demo 📦 Install via npm: npm i react-emoji-toggle-button 🔗 GitHub: GitHub Repo If you like it, don’t forget to ⭐️ the repo and share it with fellow developers! 🙌 Bring emojis to life in your app today! 🧑‍💻🚀  ( 3 min )

Quando estamos aprendendo Ruby, rapidamente percebemos como os métodos são fundamentais para a estrutura da linguagem. Diferente de outras linguagens de programação, Ruby trata métodos com uma elegância singular, oferecendo diversas formas de defini-los e chamá-los. Vamos explorar em detalhes como funcionam os métodos em Ruby e algumas técnicas avançadas que podem elevar seu código a um novo patamar. Em Ruby, definimos métodos usando a palavra-chave def. O corpo do método contém expressões Ruby normais, e o valor de retorno é o resultado da última expressão executada (ou o argumento de um return explícito). def saudacao(nome) "Olá, #{nome}!" end puts saudacao("Maria") # Imprime: Olá, Maria! Uma característica interessante é que podemos redefinir um método sem erros - Ruby apenas emite …  ( 7 min )

Building QuickHire: A Full-Stack Job Board with Real-Time Chat Using React 19 and Socket.IO Introduction Hello fellow developers! 👋 Today I'm excited to share my latest project: QuickHire, a modern job board application that connects job seekers and employers with real-time chat functionality. The job search process is often fragmented and inefficient. Job seekers have to juggle multiple platforms, while employers struggle to find the right candidates quickly. Communication between parties is typically slow, relying on email exchanges that can take days. I wanted to build a solution that: Centralizes the job search experience Provides immediate communication between candidates and employers Creates a seamless application tracking system Works well for both sides of the hirin…  ( 5 min )

Google I/O Keynote 2025 Summary: Advancements in AI, Search, and XR. Ironwood 7th Generation TPU(Tensor Processing Unit): Designed to power thinking and inference at scale with 10X performance over previous generation. Coming to Google Cloud customers later this year. Update: Gemini Now Has over 400M monthly users. Gemini 2.5 Pro: Optimized for quality and complex tasks. It includes an enhanced reasoning mode called Deep Think Gemini 2.5 Flash: optimized for speed and cost-efficiency, particularly for high-volume applications. Jules: Google's AI Coding Agent. Jules autonomously reads your code performs tasks like writing tests and fixing bugs. Gemini Live: This feature, leveraging Project Astra, rolled out on Android and iOS already, allowing real-time conversations with Gemini about …  ( 5 min )

In this quick guide, we’ll walk through how to deploy a Docker application to Coolify in just five minutes. Coolify is a self-hosted platform that makes it easy to manage your applications with a user-friendly interface. Let’s get started! Set up a Coolify project to manage your application. Create a GitHub repository for your Dockerized app. Build and deploy your application using a Dockerfile. Access your app through a generated domain. Coolify is a platform that allows you to self-host applications easily. Think of it as your own version of Vercel, but with more control. You can deploy various applications, and it provides a clean UI to manage everything. To begin, you need to have Coolify installed on your VPS. Once that’s done, follow these steps: Create a New Project: In the…  ( 4 min )

Introduction Blockchain has evolved from a niche concept underpinning Bitcoin to a rich ecosystem of cryptocurrencies, smart contracts, decentralized finance (DeFi), non-fungible tokens (NFTs), Web3.0, and more. At first glance, terms like Bitcoin, Ethereum, Solana, ADA, NFT, DeFi, Web3.0, Binance, MetaMask, and MEW can feel overwhelming. This article breaks down core concepts, traces key milestones, explains why Bitcoin and base chains (Layer 1) were needed, and compares major platforms (Ethereum, Solana, Polygon, XRP) as well as the latest consensus algorithms. Early Inspirations (1991–2008) 1991: Haber & Stornetta propose a tamper-evident timestamping scheme. 1998–2004: “b-money,” “bit gold,” and “Reusable Proofs of Work” lay groundwork for distributed digital cash. Bitcoin’s Genesis …  ( 5 min )

First, let’s understand what is DOM: DOM stands for Document Object Model. DOM is a tree-like structure that represents the HTML elements of a webpage. It’s like a blueprint for a webpage. (i) Document- It’s the file where the HTML elements are stored. (ii) Object- Each HTML element/tag is an object. (iii) Model- The model is the hierarchy/sequence of the HTML elements. A developer accesses this DOM to modify/change the structure, style, and content to update the webpage layout using a programming language like Javascript. Why Virtual DOM: Direct manipulation of real DOM is slow, inefficient and reduces performance. While direct manipulation, the browser recalculates the layout of the webpage and repaints it. So multiple or small frequent DOM changes may lead to frame drop, delayed interaction or freezing. Virtual DOM resolves these issues. What is Virtual DOM: Virtual refers to something that has the characteristics of something real but not the real thing itself. So virtual DOM resembles the actual/real DOM but is not the actual DOM itself. We can define virtual DOM like this: Virtual DOM is a lightweight, in-memory representation of the actual(real) DOM. Role of Virtual DOM in React: 1) Initial Render: When a React component renders, it creates a Virtua DOM tree that mirrors the structure of real/actual DOM. 2) State/Props change: When state or props update, React creates a new Virtual DOM tree. 3) Diffing: Now React compares this newly generated Virtual DOM with the previous Virtual DOM to identify the differences and determine the minimal set of changes needed to avoid unnecessary updates to the real DOM. 4) Reconciliation: Only the differences like updated text and added elements are applied to the actual DOM. This is called reconciliation. This way react avoids unnecessary rerenders & updates the webpage quickly & efficiently.  ( 3 min )

DIVING INTO (SQL) USING POSTGRESQL TABLE OF CONTENTS Introduction to SQL Why SQL is important Database concepts Steps to connect to a database and making a table Commands on a table INTRODUCTION TO SQL ABBREVIATIONS WHY IS SQL IMPORTANT This article is meant to look into the introduction of SQL (Search Query Language) and better beginners on how SQL can be used and interacted with. There are key things we need to look into: - KEYWORDS Data Analytics - It refers to the process of examining, transforming, & modeling data in order to establish patterns and patterns to make data-driven decisions. DATABASE CONCEPTS These database concepts are meant to familiarize you with the understanding of what a beginner student will encounter. This knowledge will…  ( 7 min )

Schedule Management 1、Import relevant dependencies. // entry/src/main/ets/entryability/EntryAbility.ets import {abilityAccessCtrl,AbilityConstant, common, PermissionRequestResult, Permissions, UIAbility, Want } from '@kit.AbilityKit'; import { BusinessError } from '@kit.BasicServicesKit'; import { calendarManager } from '@kit.CalendarKit'; import { window } from '@kit.ArkUI'; 2、Request Permissions. When using Calendar Kit, you need to declare the permissions required for reading and writing calendar schedules in module.json5: ohos.permission.READ_CALENDAR and ohos.permission.WRITE_CALENDAR. // entry/src/main/ets/entryability/EntryAbility.ets export let calendarMgr: calendarManager.CalendarManager | null = null; export let mContext: common.UIAbilityContext | null = null; export default c…  ( 6 min )

In today’s fast-paced digital world, staying competitive means embracing smarter, faster, and more scalable solutions. At the forefront of this transformation is AI automation — a powerful combination of artificial intelligence and automated processes that’s reshaping how businesses operate across every industry. What Is AI Automation? Why AI Automation Matters Boosts Productivity Reduces Costs Enables Smarter Decision-Making Improves Customer Experience Supports Innovation Real-World Applications Finance: Fraud detection, invoice processing, and robo-advisors. Healthcare: AI-assisted diagnostics, patient scheduling, and medical record management. Manufacturing: Predictive maintenance, supply chain optimization, and quality control. The Future Is Now Final Thoughts Whether you're a startup or a large enterprise, the path forward involves working smarter. AI automation isn’t about replacing people — it’s about augmenting human potential and letting technology handle the tedious, so humans can focus on what matters most: innovation, empathy, and growth.  ( 4 min )

Read the full article here: Floating Pi Post  ( 2 min )

Building web applications requires both front-end expertise and back-end infrastructure. Appwrite Sites simplifies this process by providing a platform for deploying, hosting, and scaling web applications. To ease this process even further, Appwrite Sites offers a variety of starter kits for popular frameworks like Next.js, React, Vue, Nuxt, Angular, SvelteKit, and Flutter. In this blog, you will learn how to set up the Next.js starter template and deploy it to Appwrite Sites. Next.js is a React framework that enables developers to build fast, scalable web applications with features like server-side rendering, static site generation, and API routes out of the box. Appwrite's Next.js starter template includes: A clean, single-page UI Integration with Appwrite's SDK Pre-configured deployment…  ( 4 min )

Writing Tests with #[cfg(test)] and Modules in Rust Rust is celebrated for its focus on correctness, performance, and safety. What often gets overlooked is how it empowers developers to write clean, idiomatic tests. If you're aiming to write robust software, testing is not optional—it's essential. But how do you structure your tests in Rust effectively? Enter #[cfg(test)] and private test modules. In this blog post, we'll explore idiomatic testing practices in Rust, unpack why they matter, and walk through practical examples to show you how to structure your tests like a pro. Rust's testing ecosystem is built into the language itself. You don’t need external libraries to write basic tests—it’s all part of the standard library. This integration encourages developers to embrace testing fr…  ( 6 min )

“The chains of habit are too light to be felt until they are too heavy to be broken.” In startups, we obsess over product-market fit, fundraising, frameworks, and features. But what if the rot isn’t outside — what if it starts from within? As the co-founder and CTO of a 12-year-old tech firm, let me say this bluntly: it's not the market, not the tech, not the competition — it’s me. Ignorance doesn’t always shout. Sometimes it sits quietly in the corner: Not knowing how your developer interpreted a feature. Not reviewing the pull request — just merging to “save time.” Not asking “what went wrong” when a module fails. Not tracking what wasn’t done — only what got shipped. We ignore because we trust. “it’ll work itself out.” But the truth is: every bug left untraced, every ambiguity left uncl…  ( 4 min )

If you're a managed service provider (MSP) working with healthcare clients, you’ve probably heard the term HIPAA thrown around like it’s the holy grail of compliance. But let’s be honest: HIPAA can feel like a maze of rules, jargon, and potential pitfalls that keep you up at night. One wrong move, and you could be facing hefty fines, angry clients, or even lawsuits. No pressure, right? HIPAA) isn’t just a box to check; it’s a critical framework for protecting patient data and ensuring trust in healthcare IT. For MSPs, navigating HIPAA is non-negotiable if you’re supporting doctors’ offices, hospitals, or any organization handling protected health information (PHI). This blog is your survival guide to understanding HIPAA, why it matters for MSPs, the risks of non-compliance, and practical s…  ( 7 min )

A brief introduction on watsonx Code Assistant & Terraform: A New Era of Intelligent Infrastructure Automation Terraform stands out as a powerful tool for operations teams, enabling the automation of infrastructure provisioning in an industrialized and scalable manner. Its declarative approach allows users to define the desired state of their infrastructure, and Terraform handles the complexities of achieving that state. Unlike tools such as Pulumi, which necessitate proficiency in programming languages like Go or Python, Terraform significantly boosts productivity without requiring any programming language knowledge. Instead, it leverages a scripting-like syntax, empowering operations professionals to build robust infrastructures declaratively. However, for individuals unfamiliar with Te…  ( 8 min )

Na dinâmica da prática clínica, a atualização profissional contínua emerge como um elemento essencial para os psicólogos que desejam oferecer um atendimento de excelência e alinhado às demandas atuais. Com o avanço constante das pesquisas, das abordagens teóricas e das tecnologias disponíveis, manter uma agenda de atualização bem estruturada é fundamental para aprimorar habilidades, expandir conhecimentos e garantir uma intervenção mais eficaz. Além disso, a atualização constante possibilita ao profissional adaptar suas estratégias às mudanças sociais, culturais e psicológicas que impactam seus pacientes. Nesse cenário, uma agenda organizada de capacitações, cursos, eventos e estudos é crucial para fortalecer a credibilidade e a competitividade no mercado de trabalho, ao mesmo tempo em que…  ( 6 min )

A avaliação oral do TDAH desempenha um papel fundamental na identificação precisa desse transtorno, especialmente em crianças, adolescentes e adultos. Compreender as dificuldades saiba mais enfrentadas pelos indivíduos durante as interações verbais permite um diagnóstico mais completo e eficaz, facilitando a elaboração de estratégias de intervenção adequadas. Nesse contexto, a avaliação oral oferece insights valiosos sobre os aspectos atencionais, impulsivos e hiperativos que muitas vezes se manifestam na fala, na comunicação e na interação social. Além disso, ela contribui para diferenciar o TDAH de outros transtornos com sintomas semelhantes, promovendo uma abordagem multidisciplinar e detalhada. Com o aumento da conscientização e da importância de intervenções precoces, a realização de …  ( 6 min )

Are you excited to welcome your new baby home? While a child is a blessing, pregnancy isn’t always a walk in the park for many women. It often brings physical challenges, like morning sickness and pelvic pain. Worse, this discomfort can sometimes linger into the postpartum period! Fortunately, managing pelvic pain in pregnancy isn’t something you have to do alone. At Zionsville Physical Therapy, we want to help you focus on what matters–preparing for and bonding with your baby. Whether you’re pregnant or postpartum, the last thing you want to do is worry about pelvic pain. Today, we want to explore why you might experience pelvic pain during pregnancy–and share what our Zionsville, IN therapists can do to help. Keep reading to learn more! *What Causes Pelvic Pain During and After Pregnancy…  ( 4 min )

In the world of Agile, we plan sprints, run stand-ups, and continuously adapt. Yet one thing often goes under the radar: how our team spends its time. Sure, Agile emphasizes working software over comprehensive documentation, but if we're not measuring time, are we missing a critical part of the feedback loop? Let’s explore how time tracking, when done right, can be a powerful tool for Agile teams. Velocity charts, burndown graphs, and story points are great. But they don’t always answer questions like: Why did this sprint go off track? How much time do we spend in meetings vs. building features? Are we consistently underestimating certain types of tasks? These are the kinds of questions that time tracking helps answer. Let’s address the elephant in the room: developers tend to hate time tr…  ( 4 min )

Choosing the best Machine Translation engine isn’t as simple as picking the most popular name — you need a solution that fits your content type, subject matter, and workflow. In addition, your organization is expanding, and with it, the need for accurate, fast, and cost-effective translation. So selecting the right Machine Translation engine is a crucial step for achieving accurate and context-appropriate translations. As translation industry veterans, we’ve witnessed the consequences that follow when an organization skips this step. Today’s article explores the various AI-driven engines readily available for translation and provides guidance on choosing the best one for specific content types, subject matters, and activities. For example, Transcreation versus pure translation. This way, y…  ( 4 min )

Why You Should Know About CORS Knowing CORS inside out doesn’t just make you feel smarter—it’s critical for building secure systems on the internet. Cross-Origin Resource Sharing (CORS) is like a big bouncer at the gate of your browser’s exclusive club, saying: “SORRY, YOU’RE NOT ON THE LIST.” ...to any uninvited requests. There are many ways to learn about CORS. In this blog, we’re ditching the frontend perspective (and the cybersecurity deep dive) to focus on: What CORS actually does Why it exists How you—the backend dev—are in charge of making it behave The Same-Origin Policy (SOP) Before diving into CORS, let’s cover why it exists. The Same-Origin Policy (SOP) is a browser-enforced security rule that restricts how sites (technically, origins) interact. Without it, a…  ( 8 min )

Real estate investing is no longer just for the wealthy. A platform like Lofty AI has changed the game by making it easy and affordable. Users can now invest in property without owning the whole thing. Through tokenized ownership, investors buy small shares of real estate. This model provides daily rental income, secure transactions, and high liquidity. With fractional ownership rising fast, building such platforms is a smart move. This guide covers everything you need for Lofty AI like platform development, including features, costs, and strategy. A platform like Lofty AI allows people to invest in tokenized real estate. It uses blockchain to track ownership and AI to evaluate properties. Everything happens online, fast and secure. Users purchase digital tokens representing a share of a p…  ( 6 min )

Table of Contents Introduction What is Shell Scripting? Types of Shells Real-World Scenario: Shell Scripting Conclusion Let's Connect Welcome back to Day 27 of this practical Linux challenge! If you have been following my articles and practicing your commands on RHEL 9, then you are already using the shell! Now, imagine having the shell perform multiple tasks for you automatically. That is what shell scripting is all about. A shell is a command-line interpreter that lets you interact with the operating system. Shell scripting is the process of writing a series of shell (command-line) instructions in a file that can be executed like a program. Think of it like creating your own little tool to automate boring or repetitive tasks! With it, you can: Automate backups Monitor system perfo…  ( 4 min )

An attempt to build a complete list of all the ways a DOM node could be created or accessed. A study in ambient authority The target audience of this post is mostly my future self. No warranty of any kind, no claims this is complete. Also, note that Gal Weizman probably has more comprehensive research on the topic but this is intentionally dense and narrow in scope. Also, it's easier for me to dig up my post than message Gal. // Standard API document.createElement('div'); // Namespaced element document.createElementNS('http://www.w3.org/1999/xhtml', 'div'); // HTML parsing APIs (new DOMParser()).parseFromString(' ', 'text/html').body.firstChild; // Range API document.createRange().createContextualFragment(' ').firstChild; // Template element Object.assign(document.c…  ( 6 min )

🌟 The Ultimate Git Reference: All Commands from Beginner to Advanced Hanzla Baig ・ May 21 #git #webdev #discuss #programming  ( 3 min )

A journey into how one man's frustration inside a particle lab created the foundation of the modern web. In 1989, deep within the sprawling scientific corridors of CERN in Geneva, Tim Berners-Lee faced a quiet but maddening challenge. Physicists were drowning in data — yet they had no shared way to access or link it. Information was locked inside incompatible systems. A document on a VAX machine couldn’t be easily opened by a UNIX terminal. Sharing findings required a combination of emails, FTP commands, and paper printouts. It was a fragmented world. Tim drafted a proposal: "Information Management: A Proposal." It introduced a radical thought — using hypertext over the internet to interconnect documents. A web... a World Wide Web. Before HTML, documents existed in a range of formats: Plai…  ( 6 min )

How Cloud Evolution Unlocked AI's Democratic Future In a windowless room in Cambridge in 1997, DeepBlue defeated chess grandmaster Garry Kasparov, sending shockwaves through the technology world. By 2025, AI systems surpassing human capability have become commonplace tools of business. The computational demands that once required multi-million-pound data centres have evolved into sophisticated ecosystems delivering AI-as-utility. From Google's TPUv6 clusters to AWS's Graviton4-AI architecture, intelligent compute fabric has transformed from simple storage solutions into AI acceleration environments that anticipate developer needs. This evolution hasn't merely compressed development cycles from years to days; it has fundamentally rewritten participation rules in the AI revolution, creatin…  ( 18 min )

Hey 👋 Short and sweet newsletter this week! Packed with some nice design reads and cool CSS tools... Enjoy 🦄 - Adam at Unicorn Club. Get the latest edition delivered straight to your inbox every week. By subscribing, you'll: Receive the newsletter earlier than everyone else. Access exclusive content not available to non-subscribers. Stay updated with the latest trends in design, coding, and innovation. Don't miss out! Click the link below to subscribe and be part of our growing community of front-end developers and UX/UI designers. Subscribe Now - It's Free! Sponsored by Bit Composable Software Bit. Deployment independence with SPA and SSR performance Build highly performant and consistent platforms from independent business features combining React, NodeJS, Angular or Vue comp…  ( 5 min )

Sempre que você acessa um site pode notar que a URL exibida no navegador é algo como https://dev.to, você sabe que dev.to é o endereço do site, a localização dele na web. Mas o que são as letrinhas HTTPS ou HTTP antes do endereço? Neste artigo vamos entender o que é o HTTP, para quê serve e como funciona. O Hyper Transfer Text Protocol, ou HTPP, é um protocolo de transferência de documentos de hipermídia da camada de aplicação. Ele foi projeto para comunicação entre clientes e servidores, mas também pode ser usado para outros fins, como comunicação máquina a máquina, acesso programático a APIs e muito mais. Ele é enviado por TCP ou por conexção TCP criptografada por TLS ou SSL, o HTTPS utiliza esta camada adicional de segurança. Confira mais detalhes da história do HTTP. O HTTP segue o mod…  ( 5 min )

I set out to calculate NDVI and visualize vegetation in Finland using satellite imagery. But before I could get anything meaningful on the screen, everything broke, and every fix taught me something new. This post is a breakdown of what I got wrong, what didn’t make sense, and how I eventually got it working. I started by downloading Sentinel-2 .tiff files from Copernicus. They looked fine, no errors, so I loaded them into QGIS. What I saw: a completely dark image. I assumed the darkness was normal because it was “raw data.” But something didn’t feel right. I deleted the files and downloaded another set, same issue. I tried different pixels, formats, even downloaded 32-bit, then 16-bit versions. Still dark. When I first loaded the raster in QGIS, the project was set to EPSG:3857 (Web Merca…  ( 5 min )

Recently, I took on a side project that’s been both a technical refresher and a creative outlet: a pathfinding visualizer built with React. The motivation was simple — I missed building things for the sake of building. Recently in my career, I’ve been more focused on svelte and flutter, and I wanted to reconnect with my react foundation. With no time pressure or stakeholder demands, I gave myself the space to explore, iterate, and have fun. The project itself is a visual tool that lets users see how different pathfinding algorithms work in real time. Think Dijkstra’s, A*, and BFS — animated and interactive. It was a great way to sharpen my JavaScript fundamentals, revisit React hooks and component design, and even brush up on algorithmic thinking. More than just a technical exercise, this project reminded me why I love software development and particularly frontend: the immediate feedback of building, breaking, and fixing — and the satisfaction of watching an idea come to life on screen. If you’re curious, you can check it out or have a look at the code here ⚠️ Due to some CSS hacks I used with linear gradients, it does not render correctly on firefox. Tested on chromium and safari  ( 3 min )

Hey friends! If you’re working with cloud systems or microservices, you know how important it is to keep an eye on your apps and infrastructure. Observability tools help you track metrics, logs, and traces so you can fix issues before users even notice. Let me share 10 free, open-source tools that even big companies use to monitor their systems. No jargon, just simple explanations! Metrics & Monitoring Prometheus Think of it as a watchdog for your apps. It collects real-time metrics (like CPU usage or request rates) and alerts you if something goes wrong. Perfect for Kubernetes environments. Thanos Prometheus is great, but what if you need to store metrics for years? Thanos adds long-term storage and lets you query data across multiple clusters. Cortex Need Prometheus f…  ( 4 min )

Author Credit: 💥 Intro 📦 Overview This isn’t just about restarting Redis. ✅ Features Checks both port (6379) and UNIX socket (/var/run/redis/redis-server.sock) Detects outages and auto-restarts the service Triggers .msg alerts into Discord/Telegram via comm agents Tracks daily: Uptime/downtime seconds Restart counts State transitions Cooldown control via should_alert() Optional always_alert=1 mode for rapid-fire testing or swarm demos Daily logs dropped to /comm/redis-hammer/ 📣 Example Reflex Alerts 📣 Swarm Alert 📣 Swarm Alert { "universal_id": "redis-hammer", /comm/redis-hammer/uptime_YYYY-MM-DD.log { "date": "2025-05-21", 💬 Codex Lore (Optional Drop) 🧠 This Agent Pairs Well With: docker-hydra — Container survival monitor (coming soon) agent_doctor-1 — Swarm heartbeat triage discord-delta — External alert relay to operators 🔗 Links https://github.com/matrixswarm/matrixswarm Docs: https://matrixswarm.com Discord: https://discord.gg/NEvMJ4DV Codex: /agents/redis-hammer  ( 4 min )

Hi everyone, I recently built an open-source WhatsApp chatbot using Python, Google’s Gemini AI, and WaSenderAPI. The goal was to create a practical and affordable chatbot that’s easy to set up and flexible enough for real-world use. AI-Powered Responses WhatsApp Integration Cost-Effective Open Source You can check it out here: whatsapp-python-chatbot I’d appreciate any feedback, suggestions, or contributions. If you find it useful or see areas for improvement, feel free to open an issue or a pull request. Thanks for reading.  ( 3 min )

In today’s hyper-connected world, businesses must evolve rapidly to stay competitive. At BitriseDev, we specialize in delivering transformative digital solutions that help startups, SMEs, and enterprises scale smarter and operate more efficiently. 🚀 Who We Are Our expertise includes: Custom Web Development WordPress Website Development AI-Powered Chatbots and Voice Bots Intelligent Virtual Agents Business Process Automation 💡 Our Core Services ✅ AI Chatbots & Voice Bots ✅ Intelligent Agents & Automation 🔍 Why Choose BitriseDev? ✔️ Scalable, Secure Architecture ✔️ Focus on User Experience (UX) and Performance ✔️ SEO Best Practices Implemented from Day One ✔️ Dedicated Support and Maintenance We don’t just build software—we build value-driven digital ecosystems that accelerate growth. 🌐 Transform Your Business with Next-Gen Technology Whether you're in e-commerce, healthcare, education, fintech, or SaaS, our solutions are tailored to meet your unique challenges and opportunities. 📢 Let’s Build the Future Together Launch a cutting-edge website or platform Integrate AI into your workflows Automate routine operations to save time and resources 👉 Get in touch with us today. 📩 Email: [admin@bitrisedev.com] https://bitrisedev.com Have questions about AI, automation, or web dev trends? Want to collaborate on a project? Drop your thoughts in the comments below!  ( 4 min )

Let’s be honest. Some days it feels like all we do is pick up tickets and crank out features. And somewhere in all that motion, it’s easy to forget: We’re not just here to code. create. You’ve got ideas. You see the patterns. You know when something feels off in the codebase or the product. That voice in your head saying “There’s a better way to do this”? That’s not noise. That’s your engineering instinct kicking in. Yeah, maybe you're not in every product meeting. Maybe the roadmap isn’t something you get to shape yet. But here’s the truth: Culture doesn’t change from the top. It changes when the people doing the work start doing it differently. Start small: Ask why before you start coding. Suggest a better way. Clean up something messy. Pair up. Learn something. Share something. You don’t need permission to care. Engineers: Think about users. Think about systems. Think ahead. You don’t need to be a senior dev to think like one. Every team has someone who raises the bar. Someone who nudges the culture a little closer to better. Why not you? Care about quality, not just speed. Speak up when something doesn’t make sense. Push for smarter decisions — not just faster ones. When enough people take that attitude, the team shifts. The work gets better. builds cool stuff and gives a crap. You’re a builder. Start acting like it. Others will follow. 🗣️ Let’s hear it — what small things have you done to make your team better? Drop them in the comments. Someone else might need the spark.  ( 4 min )

Ever wonder how to make your Go services show signs of life… even when they’re bored out of their mind? You’re not alone. Imagine this: You’ve got a bunch of goroutines quietly waiting for work to show up. All seems peaceful. Until… boom — you discover one of them died hours ago, and no one told you. No logs, no panics, no error traces — just pure ghosting. Wanna avoid that silent death? Let’s teach our goroutines to breathe — or more specifically, send heartbeats. Ever had a background task silently die while your main process happily spins along? Or had to debug why a job queue worker went unresponsive in the middle of the night? Heartbeats help answer: “Hey, is that goroutine still alive… or did it take an early retirement?” If you’re building anything slightly concurrent, heartbeat sig…  ( 6 min )

In 30 days I’ve delivered 2 projects to my customers as a solo developer, taking an average of 2 weeks per project. Shipping SaaS has never been so swift, let me tell you my secret… I don’t use agile methodologies, I don’t write tests, and I certainly don’t bloat my calendar with calls. So how do I work? I mastered a tech stack and leverage AI to build on top of it. I rely on fast iterative feedback loops and customer acceptance. I use my 10+ years of SWE experience to avoid all the pitfalls and drive straight to the solution. And what exactly did I build? The first project was an MVP for an up and coming GenAI startup in the medical field. The second project was production ready app for one of my year long partners in the cyber security field. openapi.json and enriched it with additional …  ( 4 min )

I recently came across Tyler McKnight’s post on what exchanges actually do after a token is listed. As someone who has worked in marketing — and more specifically in the blockchain/crypto space — I felt it raised some important truths, but also left room for deeper discussion. So here's my take. In the Web3 world, getting listed on a CEX is treated like the finish line. But anyone who’s spent time in this space knows it’s just the beginning — and in many ways, the most brutal phase for a project. Yes, listings create visibility. But the real challenge? Maintaining relevance once the launch buzz fades. As Tyler notes, exchanges aren’t here to babysit your metrics or fix your community gaps. They provide the rails — it’s up to projects to actually drive. From my experience, here’s where most…  ( 4 min )

As frontend applications grow more complex, maintaining clean, scalable code becomes challenging. That’s where SOLID principles come in — a set of five design principles aimed at building better software. Though originally coined for object-oriented programming, they apply well to frontend development, especially when working with React.js. In this blog, let’s break down each principle in simple terms with relatable React examples. SOLID is an acronym: S – Single Responsibility Principle O – Open/Closed Principle L – Liskov Substitution Principle I – Interface Segregation Principle D – Dependency Inversion Principle Let’s explore each one. A component should do one thing only. // UI Component function UserCard({ user }) { return {user.name} ; } // Data Fetching Hook function u…  ( 4 min )

Whether you're a DevSecOps engineer, pentester, or just a curious developer — staying ahead in cybersecurity means staying close to the open-source scene. In 2025, GitHub continues to be a goldmine of powerful, community-driven security tools. We’ve rounded up 8 standout projects — all free, open-source, and actively maintained — that are reshaping how we detect, prevent, and respond to threats. These aren’t just buzzwords with stars. These are tools trusted in real-world environments. SafeLine — High-Performance Reverse Proxy with Built-in WAF SafeLine is a blazing-fast reverse proxy integrated with a next-gen Web Application Firewall (WAF). Built in Go, it protects against SQL injection, XSS, HTTP Flood, and more — without slowing down your stack. Advanced WAF engine with intelligent …  ( 6 min )

AI is revolutionizing the fashion industry, offering innovations that go far beyond what many imagined. From virtual fitting rooms to AI-generated fashion designs, the integration of technology into luxury and mainstream fashion is transforming how we shop, create, and experience style. AI tools are helping designers predict trends, reduce waste, and personalize customer experiences with unprecedented precision. As a luxury lifestyle and shopping expert, Namrata Hinduja Geneva highlights the power of AI to enhance brand storytelling and elevate consumer journeys. High-end brands are now using AI-driven analytics to understand customer behavior, while smart mirrors and augmented reality are making in-store experiences more interactive. Digital fashion influencers, AI stylists, and virtual models are also gaining popularity, reshaping how trends are introduced and followed. Namrata Hinduja Geneva (Switzerland) believes that embracing this wave of innovation is not just a trend but a necessity for staying relevant in today’s competitive market. With AI set to redefine everything from product design to personalized recommendations, the fashion industry is stepping into a bold new era. As Namrata Hinduja Geneva, Switzerland emphasizes, staying ahead means understanding and integrating these tools into your lifestyle and brand strategy now.  ( 3 min )

Check out this Pen I made!  ( 2 min )

In the cryptocurrency industry, listing a token on an exchange is often perceived as a milestone—a signal of legitimacy, market validation, and growth potential. However, for developers and project teams, this milestone is just the beginning of a far more critical phase: sustaining visibility, engagement, and adoption post-listing. This article offers a developer-centric analysis of how different centralized exchanges handle post-listing support, based on publicly available data from platforms such as OKX, Gate.io, MEXC, Bybit, and WhiteBIT. Disclaimer: Exchange information is sourced from official websites and verified publications. Always confirm details directly with the respective platform. Once the listing process begins, exchanges apply differing standards, which are often shaped by…  ( 4 min )

You’ve got dashboards. You’ve got alerts. You’ve got logs going back six months. But can you answer this one question? “Who accessed this data, and were they supposed to?” Welcome to the next era of observability: auditable observability — where what you collect isn’t the only concern. It’s about who sees it, how it’s protected, and what trails they leave behind. And if you think your observability stack is ready, think again. Observability has evolved fast. In every SRE and DevOps team I know, there’s a rich landscape of: Prometheus for metrics ✅ Loki or Elasticsearch for logs ✅ Tempo or Jaeger for traces ✅ Grafana dashboards on top ✅ What’s missing? Access control. Audit trails. Data governance. Here’s what that looks like in real life: A junior engineer accidentally sees production logs…  ( 5 min )

Though I am quite far into my development career, a long cry away from when I first posted here a long time ago. I still struggle to understand new tools and fundamental concepts because the time between being told about a new tool or feature, e.g., Grafana, and the time to implement is very short. Usually, as there is an underlying assumption of knowledge from the wider team, or also people don't know much about the tool, but utilise abstraction to implement it as best as they know how. This leaves me feeling quite slow or feeling a bit stupid. Does anyone else feel this way?  ( 3 min )

Are you a Python enthusiast looking for a practical project to enhance your coding skills? The Movie Ticket Booking System Project in Python is an excellent choice. This project offers a real-world scenario of a digital ticket booking system, perfect for students and beginners aiming to learn Python GUI development and database handling. 🚀 What is the Movie Ticket Booking System? 👉 Check out the full project here: Movie Ticket Booking System Project in Python 🧰 Key Features Movie and showtime selection Seat availability display Booking confirmation system SQLite database integration for data storage These features make it a solid example for anyone learning how to build applications with Python. 💡 Why You Should Try This Project Beginners exploring Python with GUI Students working on academic projects Developers looking to improve real-world application skills You’ll get hands-on experience with GUI design, event-driven programming, and database interaction—all wrapped in a fun and relatable use case. 👉 Download and explore the full project here: Movie Ticket Booking System Project in Python 🧠 Final Thoughts Whether you're building a portfolio, completing an assignment, or just tinkering for fun, this project is a great addition to your journey. 👉 Ready to get started? Visit: Movie Ticket Booking System Project in Python  ( 3 min )

In this deep-dive tutorial you’ll learn how to connect to Neo4j exclusively from Python, model a non-trivial schema, ingest multi-domain data (movies, people, characters, companies, reviews, social links, release history), and run Graph Data Science algorithms—all in one script. Natural model for connected data: nodes (entities) + relationships. Cypher: a declarative, SQL-style graph query language. Use cases: recommendations, fraud detection, social networks, knowledge graphs, taxonomy management. Neo4j v5+ running locally (Community or via Docker). Python 3.8+ virtual environment. Install packages: pip install neo4j pandas This script (complex_kg.py) orchestrates the entire lifecycle of your movie‐social knowledge graph: Establish Connection Opens a Bolt session to Neo4j us…  ( 6 min )

Check out this Pen I made!  ( 2 min )

Check out this Pen I made!  ( 2 min )

I’ve been a software developer for many years. Long enough to see waves of innovation come and go—new frameworks, languages, paradigms, all claiming to be game changers. Some were. Many weren’t. But each one taught me something new and helped shape the way I think, solve problems, and build systems. That’s why I’ve been watching the current wave of AI tools—especially generative AI—with a mix of curiosity and caution. Do I use AI in my day-to-day work? Occasionally, yes. Tools like GitHub Copilot can speed up some parts of coding. They can help scaffold a function or remind me of a syntax detail I forgot. They’re useful in the same way autocomplete or Stack Overflow is useful: a reference, a boost, a convenience. But I don’t let these tools do the thinking for me. I prefer to keep my cogni…  ( 6 min )

The article was initially published on the Skyvia blog. Importing CSV files into SQL Server is a common task, ranging from quick one-offs to part of an automated pipeline. Whether you’re loading a small dataset or prepping data for analysis, it helps to know your options and how to avoid common pitfalls. Let’s explore a straightforward way to import CSV data into SQL Server using native tools and a no-code cloud alternative. This is the easiest way to import CSV files directly within SQL Server Management Studio. How it works: Open SSMS and connect to your database. Right-click your database → Tasks → Import Flat File. Select your CSV file and follow the wizard to map columns. Finish importing data into a new table. When to use: For small to medium-sized files. When you want a simple, code…  ( 4 min )

Here's a clear comparison between the two Maven plugins you're dealing with: 🔧 spring-boot-maven-plugin 🧰 maven-compiler-plugin ✅ Summary: Use Both Together 💡 Pro Tip Use maven-compiler-plugin to configure Java version and processors. Use spring-boot-maven-plugin to package and run the app. Let me know if you want a sample pom.xml combining both correctly.  ( 3 min )

📝 This article is an English translation of the original French version available here: https://victor-prdh.com/blog/02-traits-avec-php/ PHP does not support multiple inheritance. To work around this limitation, Traits were introduced in PHP 5.4. They allow injecting methods into several classes without using class inheritance. When misused, they can harm readability and maintainability. When mastered, they are a great tool to structure shared code. Here's an overview of use cases, best practices, and common pitfalls. In PHP, a class can only inherit from one parent class. Traits allow factoring reusable behavior into multiple different classes. trait LoggerTrait { public function log(string $message): void { echo "[LOG] $message\n"; } } class ServiceA { use LoggerTra…  ( 4 min )

🗄️ What is SQL and Why You Should Learn It SQL (Structured Query Language) is the standard language used to interact with relational databases. It allows developers, analysts, and data engineers to retrieve, insert, update, and delete data with simple yet powerful commands. Whether you’re building a small web app or handling massive data pipelines, SQL is everywhere. Data retrieval: SELECT data from tables with filters, joins, and conditions. Database management: Create, alter, or delete tables and relationships. Reporting & analytics: Aggregate data using GROUP BY, HAVING, and ORDER BY. Data cleaning: Identify duplicates, fix formats, and ensure consistency. Integrations: Backend systems, dashboards, and machine learning pipelines all rely on structured data—SQL is the bridge. It's beginner-friendly, yet highly powerful. Works across almost all database systems (MySQL, PostgreSQL, SQL Server, SQLite, etc.). In-demand in tech jobs—from web developers to data scientists. Whether you're a front-end dev querying a users table or a data analyst building insights—SQL is an essential tool in your stack. 🧠 Tip: Start with basic queries, then dive into subqueries, joins, and window functions! Learn more  ( 3 min )

Discovery is a crucial step before implementing any SSL/TLS management solution, especially in complex or distributed IT environments. To identify how many SSL/TLS certificates an organization has — without reaching out to the Certificate Authority (CA) — you can follow a technical discovery approach. Here's how: 🔍 1. Internal Network Scanning Tools Use network scanning tools to discover certificates in use across internal systems. Recommended Tools: Nmap with the ssl-cert script: bash nmap -p 443 --script ssl-cert This reveals certificate details (issuer, subject, expiry, etc.). SSLyze – Fast scanning of SSL endpoints, retrieves cert data. OpenVAS or Nessus – Enterprise-grade vulnerability scanners that can include cert discovery. 🗂 2. Asset Inventory Systems CMDB …  ( 5 min )

Welcome to Week 4 of my learning journey! This week, I’ve taken a different approach — rather than rushing through topics, I’ve decided to slow down and truly understand the core concepts of networking with clarity and calm. Networking can seem overwhelming at first, so I’m focusing on getting the fundamentals crystal clear. As I explore deeper areas, I’ll be documenting the concepts that need extra attention — and sharing them here in blog series format. In this part-wise series, you can expect topics like: 📡 IP Addressing 🌐 How DNS Works 🔁 TCP Basics and Communication Flow I hope you find these insights helpful and interesting as I continue this journey. Let’s get started with the basics — one concept at a time. I was already a week late in starting the networking module, and there wa…  ( 6 min )

Why This Matters Game mods often evolve into monolithic codebases over time. With the industry shifting toward cloud-native and serverless architectures, tools like NanoAPI help developers to discover dependencies and can help to guide developers to improve these without full rewrites. Here’s how we applied it to the Archipelago Hollow Knight mod. Note: NanoAPI is compatible with Windows by running it on WSL (Windows Linux Subsystem) at the moment. Clone the Mod Repo cd /mnt/c/Mods # Windows path mounted in WSL git clone https://github.com/ArchipelagoMW-HollowKnight/Archipelago.HollowKnight I downloaded the mods into a folder on my Windows partition called C:/Mods, and then in my WSL terminal I am going to the correct directory cd Archipelago.HollowKnight-main/ napi works out of t…  ( 4 min )

The lowest damage values were among the predator insects (Cleridae, Trogossitidae, Cantharidae) and those feeding on fungi colonized on the wood (Mordellidae, Cerylonidae, Nitidulidae). Some other predator insects of the Tenebrionidae family (Uloma cypraea, Uloma culinaris, Menephilus cylindricus) and Elateridae family (Lacon punctatus, Ampedus sp.) exhibited relatively higher damage severity values since they had built tunnels and made holes in the stored wood material. When the environmental factors were considered, the Buprestidae family exhibited a very strong positive relationship (p  less then  0.005) with insect frequency distribution (r = 0.922), number of species (r = 0.879) and insect density (r = 0.942). https://www.selleckchem.com/products/blu9931.html Both families showed the …  ( 5 min )

⚠️ Important: Before introducing new languages into your project, ensure that your existing Elixir code has been optimized first. In many cases, proper optimization can significantly improve application performance and sometimes yield better results than adding another programming language. Elixir and Erlang when are excellent languages for developing scalable and fault-tolerant systems. However, there may come times when you need to extract maximum performance or utilize libraries available only in other languages. If you're facing such situations or simply want to explore how to combine two favorite programming languages, this article is for you! Before diving into technical details, it's important to understand when native code integration should be considered: The BEAM virtual machine…  ( 12 min )

Hi everyone! 👋 I’m Anik Paul, a frontend developer from Dhaka, Bangladesh — passionate about building user-focused web applications with React, Next.js, and modern web technologies. I've recently started writing to share what I’m learning, building, and exploring in public. Through this blog, you can expect: ⚛️ Practical insights on React, Next.js, and component-driven development 🎨 Clean UI/UX tips and frontend architecture ideas 🚀 Project walk-throughs and tutorials 🔧 Tools, resources, and developer workflows that help me ship faster I believe in learning by doing — and growing by sharing. If you're into web development or just want to connect, feel free to reach out! 🌐 Portfolio: paulanik.com LinkedIn: LinkedIn Profile GitHub: GitHub Profile Email: hello@paulanik.com Thanks for stopping by — and I’m excited to be part of this amazing community! 🌱 Let’s learn, build, and grow together.  ( 3 min )

Resources Types of Queries .not not.toBeInTheDocument .toBeNull() waitForElementToBeRemoved ByTestId .toThrow(error?) waitFor Document: querySelector() method .not.toBeInTheDocument() For example, according to the Types of Queries documentation,queryBy... returns null if no matching elements are found. Therefore, we can use .not.toBeInTheDocument() to assert that the element with the test ID user-profile-icon is not rendered in the DOM. it('does not render the icon element when the "icon" prop is missing', () => { expect(screen.queryByTestId('user-profile-icon')).not.toBeInTheDocument(); }); toBeNull() The above example can be rewritten as follows: it('does not render the icon element when the "icon" prop is missing', () => { expect(screen.queryByTestId('user-profile-icon')).toB…  ( 4 min )

❌ You need to memorize tons of code ❌ You must start young to be good at programming ❌ Real programmers don’t use help or AI tools ❌ You have to know every programming language ❌ Programming is a solo activity ✅ Software development is highly collaborative — teamwork, code reviews, and communication are key.  ( 3 min )

As organizations continue to adopt containerized applications and hybrid cloud infrastructure, managing these complex environments efficiently becomes critical. Red Hat OpenShift has emerged as a powerful Kubernetes-based platform for container orchestration, and with it, the need for robust, automated cluster management has skyrocketed. This is where the principles of Red Hat OpenShift Administration III (DO380) come into play. This blog isn’t just about the course — it’s about the strategic importance of advanced OpenShift administration and automation in modern IT ecosystems. **Why Advanced OpenShift Administration Matters Monitoring performance across clusters Securing multi-tenant environments Automating resource provisioning Managing infrastructure drift Ensuring compliance and rollb…  ( 4 min )

🌍 What Is Grundis? Grundis is a real-time contextual API that aggregates and delivers: 🌦️ Weather: Current conditions, temperature, wind speed, and descriptions. 📰 News: Local headlines and breaking stories. 🚨 Alerts: Safety notifications (coming soon). 🎉 Events: Nearby happenings (coming soon). 🤖 AI Insights: Personalized suggestions based on weather and intent. All returned in a single, clean JSON response, ideal for: 🧭 AI lifestyle or travel assistant apps 📊 Daily briefing dashboards ⌚ Smart wearable companions 🏙️ City-specific UX enhancements Grundis operates via a GraphQL API endpoint, letting you fetch customized data with one query. Include the following headers in every request: X-RapidAPI-Key: YOUR_RAPIDAPI_KEY X-RapidAPI-Host: your-api-hostname.com Replace YOUR_RAP…  ( 5 min )

🔍 42% of marketing campaigns underperform due to unverified leads. And the worst part? Most companies don’t even realize it. At Dymo, we help filter and verify every lead from the very first second. 💡 Because it’s not about getting more leads. 📥 Is your team working with real data—or with guesses? VerifiedLeads #EmailVerification #GrowthMarketing #DataQuality #CyberSecurity #Dymo  ( 3 min )

Solidity is fun… until your smart contract gets wrecked, drained, or exploited and it’s your fault. 😭 I’ve made my fair share of mistakes while building smart contracts, NFT platforms, and DeFi tools on Ethereum. Today, I’m sharing the security blunders I’ve made (so you don’t have to), the "why" behind them, and what to do instead. ** Mistake 1: Trusting msg.sender Without Context** function withdraw() public { require(msg.sender == owner, "Not owner"); payable(owner).transfer(address(this).balance); } ❌ What Went Wrong: owner could call this. But if this contract is called from another contract, msg.sender might not be what I expect. Boom!!!....reentrancy or malicious forwarding. ✅ Fix It: tx.origin with care and add checks for contract calls when needed. Even better: use Open…  ( 4 min )

Things can get hairy when it comes to JavaScript— the fine points of closures, promises, and async/wait. Never fear; you're not alone. After grappling with these concepts at length, they can liberate you to express yourself and your code in entirely new ways. This guide will demystify everything, from start to finish, in English fit for a broad audience. No high-tech jargon, just plain moolah for a strong grasp of advanced JavaScript techniques. Key point Understanding Closures in JavaScript Defining Closures and Their Uses Outer Scope Accessibility: Closures are able to access variables in their lexical scope and maintain this access even once the program is finished. Data Encapsulation: They keep their data private; different areas of a script can only interact with a restricted set of variables. Memory Management with Closures Read more....  ( 4 min )

As a frontend developer, having a consistent and scalable project structure helps me stay productive and maintain code quality. Here’s a breakdown of how I structure my React projects using Vite, TypeScript, Tailwind CSS, and modern tools like ESLint, Prettier, and Docker. 📁 Folder Structure Overview /public → Static assets like images, icons, SVGs /src Root Base URLs 🧱 Folder Naming Conventions 🚀 Ready to Improve Your React Setup? Have a structure you swear by? Or want feedback on your current setup? Image credit https://undraw.co/  ( 4 min )

Introduction : The Importance of AI-Driven Recommendation Systems in E-Commerce In the fast-paced world of e-commerce, AI-driven recommendation systems have become indispensable. They not only boost user engagement but also directly drive sales and improve the customer experience by offering personalized product recommendations. From Amazon’s “Customers who bought this also bought” to Netflix’s movie suggestions, the power of AI recommendation engines is undeniable. Milvus Key Features: Indexing Flexibility: Milvus supports multiple indexing algorithms like HNSW and IVF, providing flexibility in optimizing search performance for different datasets. Scalability: Capable of handling large-scale data with ease, making it ideal for growing e-commerce platforms. Customization: Being open-sour…  ( 6 min )

If you're starting out in DevOps or cloud development, understanding CI/CD and tools like AWS CodePipeline is essential. Here's a simplified and structured breakdown to get you started. ✅ Continuous Integration (CI) Developers frequently commit code changes (often several times a day). Each submission triggers automated builds and unit tests. Integration issues are detected early, before deployment. ✅ Continuous Delivery (CD) Every code change is built, tested, and deployed to a non-production (e.g., staging) environment. Multiple testing stages (e.g., integration, load testing) can be added. Manual approval is required for production deployment. ✅ Continuous Deployment Like Continuous Delivery — but no manual approval. Code is automatically deployed to pr…  ( 4 min )

In recent years, the rise in cyber threats such as ransomware, phishing, and insider leaks has highlighted the urgent need for strong information security strategies. With an increasing number of incidents involving the exposure of sensitive data such as customer records and financial details the legal and financial repercussions of breaches have become more severe. As a result, organizations are recognizing the growing importance of data-level protection through encryption. Encryption has become essential in ensuring the confidentiality and integrity of data, even when a security breach occurs. As unstructured data grows rapidly in digital environments, encryption now plays a central role in safeguarding both stored and transmitted data. Governments and businesses alike are enhancing thei…  ( 5 min )

Hey folks, it’s your byte-crunching buddy alBz here. No pizza, no mandolino today — we’re diving into something even spicier: Meta AI’s Byte Latent Transformer, or BLT for short. And no, it’s not a sandwich... but it might just be the tastiest thing in AI right now. Forget everything you know about tokenization (except git commit messages — those still need tokens 😅). The paper Byte Latent Transformer: Patches Scale Better Than Tokens proposes a large language model that completely ditches tokenization and works directly with raw bytes. Yes. Bytes. Raw. Uncut. BLT uses a patch-based system that’s more dynamic than your weekend plans: Local Encoder: Chops raw bytes into smart, variable-length patches. Think of it like slicing a pizza based on how hungry you are. 🍕 Latent Transformer: Proc…  ( 4 min )

Ever used an accessibility chrome extension and felt overwhelmed with an overload of information! I know I have! What does all this information mean - all the icons, all the code references? How do you decide on the accessibility with this influx of information? If you don't know accessibility, all they do is confuse everyone whether you are a developer, testers, content creator or designer! Are we making it difficult for people to understand accessibility? I believe we are! With so many accessibility chrome extensions there, is there a need for another chrome extension. Most tools leave you with more questions than answers. So I think there is a need for another browser extension A browser extension that has a simple UI, doesn't make you wonder about: Where’s the actual problem? What e…  ( 6 min )

Serverless architecture minimizes infrastructure management, allowing developers to focus more on business logic. With its function-level execution model, it provides high scalability and automatic resource allocation, delivering both cost efficiency and development agility. As a result, adoption is rapidly increasing across startups and large enterprises alike. Public cloud platforms like AWS Lambda, Azure Functions, and Google Cloud Functions are leading the expansion of serverless adoption. These services enable developers to rapidly build event-driven applications, real-time data processing, and authentication flows. In tandem with DevOps and CI/CD growth, serverless has become a key component of modern, agile software delivery pipelines. Since serverless functions are invoked on deman…  ( 5 min )

If you missed it, Arm dropped a major update at GDC 2025 (March 17–21) — introducing Accuracy Super Resolution (ASR), a game-changing upscaling solution for mobile. ASR is a temporal upscaling technique designed to optimize mobile game performance by rendering at lower resolutions and then upscaling frames, saving on GPU usage and battery life, while maintaining crisp visuals. Inspired by AMD’s FSR2, it’s built specifically for mobile and is now open-sourced under the MIT license. Up to 53% more FPS on Arm Immortalis-G720 GPU ~20% lower power draw during 2x upscaling Compatible with Unreal Engine 5.3–5.5 (Unity plugin coming soon) Dev-friendly: Comes with documentation, examples, and plug-ins Check out the official GitHub repo (via Arm) Dive into the technical docs Start experimenting with ASR in your next mobile build For the ones who missed this update, this could be the turning point in balancing performance and power for mobile gaming. Read Arm’s official announcement  ( 3 min )

Effective memory management is essential in Java development. Fortunately, Java automates this task through a process called garbage collection (GC), which helps prevent memory leaks. This article explains Java garbage collection in simple terms, covering its core principles, the System.gc() method for suggesting garbage collection, the deprecated finalize() method, and modern ways to manage resources. Table of Contents What is Java Garbage Collection? Suggesting Garbage Collection with System.gc() Why the Deprecated finalize() Should Be Avoided Modern Resource Management Techniques All Java objects are stored in a memory heap. The heap, also called free storage, is a large pool of unused memory that is specifically allocated for your Java program. Depending on the environ…  ( 8 min )

Check out this Pen I made!  ( 2 min )

Object-Oriented Programming (OOP) হলো একটি প্রোগ্রামিং প্যারাডাইম যেখানে বাস্তব জীবনের জিনিসগুলোকে অবজেক্ট হিসেবে বিবেচনা করা হয় এবং সেগুলোর মধ্যে প্রপার্টি ও মেথড থাকে। PHP-তে OOP ব্যবহারের মাধ্যমে প্রজেক্টকে আরো সংগঠিত ও রিইউজেবল করা যায়। OOP-এর চারটি মূলনীতি: Encapsulation – ডেটা এবং মেথড একত্রে রাখা Abstraction – প্রয়োজনীয় বিষয় দেখানো, জটিলতা লুকানো Inheritance – একটি ক্লাসের বৈশিষ্ট্য অন্য ক্লাসে পাওয়া Polymorphism – এক নাম, একাধিক ব্যবহার class Car { public $color; public function drive() { echo "Car is driving"; } } $myCar = new Car(); $myCar->drive(); class Person { public function __construct() { echo "Object created!"; } } class Person { public function __destruct() { echo "Object destroyed!"; } } public: সব জায়গা থেকে অ্যাক্সেসযোগ্য protected: শুধুম…  ( 4 min )

Demystifying HTTP for Web Developers — Part 3 In Part 2 of this series, we dissected the structure of an HTTP request — from the request line to headers and message body. We saw how a minimal request could be valid, but real-world HTTP traffic rarely resembles those minimal forms. In practice, requests are filled with headers that instruct servers, inform intermediaries, and enable negotiation. Request headers are not mere accessories. They are the instruments through which clients express identity, context, preference, and security credentials. They control everything from whether a server compresses a response to whether the request is authorized. Without headers, HTTP cannot fulfill its role as a stateless, flexible, and interoperable protocol. In this article, we shift our focus fro…  ( 7 min )

In China, we are used to distinguishing between these two technologies. Pixel streaming generally refers to the official UE solution. Does the third-party pixel streaming solution now also support 3D applications other than UE?  ( 3 min )

In the skyline of New York City, where circuits hum like Spidey’s web-shooters and gadgets demand Parker-level precision, there swings a hero – the ECS-200-8-33B2Q. This 20MHz crystal, sharper than Spider-Man’s reflexes and tougher than the Vulture’s wings, keeps tech in sync across dimensions. Let’s unravel how this SMD marvel becomes the “friendly neighborhood” timekeeper of electronics! Chapter 1: With Great Frequency Comes Great Responsibility The ECS-200 isn’t just Aunt May’s wall clock. Crafted in Stark Industries’ R&D labs, it channels three Spidey-senses: Web-Shooter Precision: 20MHz ±20ppm – snappier than Peter’s quips during a rooftop chase. Why Oscillators like Shocker fail: Generic Crystals: Drift like Sandman’s patience during a bank heist. Chapter 2: The Web of Applications Stark Expo (Industrial IoT): Syncs sensor arrays in Oscorp factories, steady as Spidey’s grip on a runaway subway. “Not today, vibration gremlins!” Avengers Med-Bay (Medical Devices): Powers pacemakers with the precision of Dr. Strange’s time stone, keeping hearts ticking like J.A.R.V.I.S.’s algorithms. Spider-Mobile (EV Chargers): Survives garage meltdowns hotter than Ghost Rider’s chain, guarding Tesla ECUs like MJ guards Peter’s secret. Spider-Verse Comms (5G Gear): Buffers interdimensional cat videos faster than Gwen Stacy’s drum solos. “No buffering in the multiverse!” The Sinister Six of Timing Chaos Electro’s Jitter: Disrupts signals like a Coney Island blackout. ECS-200’s Counter: Shuri-level Wakandan tech, cutting through noise like Vibranium claws. The Stark Tech Specs Frequency Stability: ±20ppm – tighter than Tony’s Iron Man suit calibrations. Epilogue: Your Friendly Neighborhood Timekeeper References: Stark Industries’ Oscillator Manual (Declassified S.H.I.E.L.D. Files) Wakandan Frequency Dynamics (Shuri’s Lab Notes)  ( 4 min )

You know what sucks? Bundling. Install react → ends up in node_modules/, goes through Vite/Rollup/webpack, gets transpiled, hashed, minified… just so you can write: import React from 'react'; But what if you didn’t need a bundler at all? Import Maps are a native browser feature (yep, no polyfill needed in modern Chromium) that let you map bare module specifiers to real URLs — directly in the browser. Here’s the magic: { "imports": { "react": "https://esm.sh/react@18", "react-dom": "https://esm.sh/react-dom@18" } } Now, in your , you can write: import React from "react"; And the browser knows where to get it, no bundler, no build step, no CDN script tags. No build step: Instant dev workflow No node_modules/: Zero install, zero bloat Works with CDNs like Skypack, ESM.sh, JSPM Great for micro frontends, prototypes, and fast loading islands Not supported in all browsers yet → Mostly just Chromium for now. Firefox is dragging. Safari? Radio silence. (You can polyfill it, but it kills the whole “zero tooling” idea.) Tooling momentum is too big → Everyone already uses Vite, webpack, etc. Import Maps don’t fit the current “npm install + dev server” mindset. No ecosystem support → Most tutorials, libraries, and docs assume you're bundling. Period. Import Maps shine when you want: No build tools at all To prototype quickly To ship something truly small To combine multiple micro-apps without a monolith They’re especially useful with: Web components Vanilla JS apps Islands architecture setups (Astro, Marko, etc.) JAMstack sites that want dynamic bits without bundling Import Maps don’t want to replace your build system. They’re just saying: "Hey... you might not need one." They're not mainstream (yet), but they offer a glimpse at a simpler frontend world — one where browsers do more and you ship less. Worth keeping an eye on.  ( 4 min )

Microservices have been a topic that has been revolving in my mind for some time. I wanted to find out what the big deal is behind all of that. Microservices is an architecture where we create a system with loosely coupled services each that can be scaled in isolation. Microservices talk to each other via protocols like HTTP, gRPC etc. Each MS can be individually deployed and has its own database. So total isolation. But it comes with the overhead of managing each one too. There is also the problem that now databases can't have foreign key relationships. It is a good way to show separation of concerns as the microservices are totally isolated. The key component is the API gateway which acts as a proxy to the services. Everything hits the gateway and is then routed. Last but not the least, it is not meant for small projects. It is best for large teams with each micro-team working on a micro-service. So I went out to make it happen and get over with the fuss once and for all. Like always I went ahead with my most favourite thing in the world - a todo application. Here is the architecture User Domain - a user micro-service that creates and gets users. Todo Domain - a todo micro-service that adds and fetches todo items for the users API Gateway - a gateway that acts as a proxy and routes requests. Here is the code https://github.com/visakhvjn/microservices-express  ( 3 min )

APIs are the backbone of modern applications, but they are also frequent targets for attackers. Whether you're a developer securing your own API or a red teamer probing for weaknesses, it's important to understand the core areas where APIs can be vulnerable. Below is a basic but powerful checklist covering essential security testing practices — from authentication issues to privilege escalation, credential leaks, and pivoting. 1. Authentication & Authorization Hardcoded Credentials Check for credentials hardcoded in client-side code, headers, request bodies, or exposed through misconfigured API documentation. Try common combinations like admin:admin or test:test. Many APIs still ship with default credentials that are never changed. Some endpoints might not require authenticat…  ( 5 min )

One thing I learned about: Web3 Data landscape. Dune now supports 100 chains (75 of which added in 2024) The Graph query volume increased almost 10-fold during 2024 "Blockchain data infrastructure startups raised approximately $2.1 billion in H1 2024" 🔽🛠️Resources🔽 "2024 reflections" (2024): https://dune.com/blog/2024-reflections "Blockchain Data: Foundation and Frontiers" (2025): https://www.ocular.vc/focal-point/blockchain-data-foundation-and-frontiers "ON–319: Data Protocols" (2025): https://www.ournetwork.xyz/p/on-319-data-protocols?utm_campaign=ournetwork#the-graph  ( 3 min )

I’ve started more things than I’ve finished. There’s a Marathi phrase that haunts me: “आरंभी शूर” — brave only at the beginning. That’s been me. Every few weeks, I would ignite a new initiative. And then… The energy would dip. I wasn't lazy. I was just undisciplined. start. Why I Started Strong Because beginnings are easy. Starting made me feel in control. So I jumped to the next thing, chasing clarity where none existed. What It Cost Me A backlog of 80% complete initiatives Loss of credibility with my own team Technical debt disguised as momentum Incomplete loops in validation, delivery, and feedback And most painfully — a reputation for “getting things started” But never enough for “getting things done.” Code, Culture, and Closure I prided myself on innovation. But what I needed was consistency. closure. Code went unchecked. This isn’t just a workflow issue. me issue. What I’m Doing Now I’ve decided to break this cycle. No new initiatives until old ones are closed. No task is “done” until validated, tested, and documented. No PR is merged unless reviewed — fully, fearlessly. Daily logs, closure reports, and personal audits. Not for the team. For me. To remind myself: Shipping > Starting. Always. This post is not a motivational speech. I am the bottleneck. No more आरंभी शूर. Finish what I start.  ( 4 min )

On day 5, I will show how to bind an input field and a checkbox to the reactive states. The corresponding states are updated and displayed in the template when input values are updated. Vue 3 application The script tag has new refs that the HTML inputs will bind to. The newItem ref will be bound to the input field and the newItemHighPriority will be bound to the checkbox import { Icon } from "@iconify/vue"; import { ref } from 'vue'; const newItem = ref('') const newItemHighPriority = ref(false) {{ newItem }} High Priority {{ newItemHighPriority }} </…  ( 5 min )

When an API is loading slowly, there could be multiple reasons behind it. Here’s a breakdown of common causes and what they mean: ⚙️ 1. Client-Side Issues 🐢 Slow internet connection (e.g., poor mobile data or Wi-Fi) 🕰️ Blocking synchronous code on the frontend, like large loops or animations that freeze UI 📦 Rendering too much data at once (e.g., a huge React table without pagination or virtualization) ❌ No loading indicators, which can make users feel the app is slower even if it isn’t 🌐 2. Network Issues High latency due to physical distance between client and server Network congestion or packet loss slowing requests Firewall or proxy issues blocking or delaying requests 🖥️ 3. Server-Side Issues Server overloaded and can’t handle many concurrent requests Synchronous/blocking operations in business logic causing delays Database slow queries or locks slowing down responses Not using asynchronous processing where appropriate 📈 4. Design and Architectural Factors API not designed for scalability or optimized for quick responses Missing or inefficient caching mechanisms Too many unnecessary data payloads increasing transfer size 📡 5. External Factors Third-party services or APIs called inside your API causing delays Geographic location mismatch causing longer data travel times If you found this helpful, consider supporting my work at ☕ Buy Me a Coffee.  ( 3 min )

In the fascinating world of computer vision, segmentation isn't just about cutting images into pieces—it's about giving meaning and structure to every single pixel. But not all segmentation is created equal. There are four primary types, each serving a distinct purpose and offering increasing levels of detail and understanding. At its most fundamental level, Image Segmentation divides an image into logical groups of pixels based on criteria like color, texture, or intensity. Think of it as drawing boundaries around areas with shared characteristics. Groups pixels into regions (e.g., "this blob is a tree"). Outputs contours (outlines) or masks (filled areas). Uses pseudo-coloring to differentiate segments visually. Isolate distinct pixel groupings without assigning semantic meaning. Buildin…  ( 4 min )

The Infrastructure Problem Every Developer Knows Too Well We've all been there. That moment when you're juggling multiple platforms, trying to deploy your application while managing databases, setting up CI/CD pipelines, configuring monitoring systems, and still attempting to keep track of documentation. Your desk looks like the command center of a complicated space mission, with multiple terminals open, dozens of browser tabs, and maybe even that trusty notepad filled with credentials and commands. And then something breaks. You spend the next three hours debugging, only to discover it was a simple configuration mismatch between your local environment and production. Sound familiar? PandaStack has emerged as a comprehensive solution to this all-too-common developer headache. At its co…  ( 5 min )

“You don’t ship code. You ship decisions. And we made too many of them blindly.” For over a decade, at DoozieSoft, we built. We delivered. We grew. But amidst the commits and deployments, one critical piece kept slipping through the cracks — Validation. Not validation of forms or user inputs — we had those. But the real validation loop: What was tasked vs. what the developer understood What was built vs. what the client wanted What was tested vs. what was shipped What was reviewed vs. what was merged This silent fracture led to a systemic dysfunction: Code was written without clarity, merged without critique, and shipped without accountability. The Broken Loop Tasks were often communicated ad hoc, over calls, or in fragments. Developers made assumptions. Testers raised flags. Fixes…  ( 4 min )

Zigistry's link Please ⭐️ to support this project A place where you can find all the libraries and programs that suit your Ziglang needs. - Rohan Vashisht There have been 2 main goals of Zigistry: Speed, secure, ease of use, to the point $0 investment, funds (except the domain name itself) But how can I achieve all this without even investing a dollar? Context: On 22nd June 2024, I was having a conversation on the Zig discord server on how I can fix a few errors in my morse code library for Zig, when I asked how I can put it on a Zig package manager, I realized there wasn't a place like that. By the next day, I had created the first version of Zigistry in Preact (a 3KB alternative to React). With a backend (cron job) code that would fetch the packages from GitHub and store them directly…  ( 5 min )

Despite being decades old, the IBM iSeries (AS400) remains a foundational platform for many enterprise IT environments. Known for its reliability, performance, and security, this system continues to power core business applications across industries like finance, manufacturing, logistics, and healthcare. However, as technology advances and business needs evolve, relying solely on legacy systems can create operational bottlenecks. That’s where modernization comes in—not as a replacement, but as a smart upgrade. At United Techno, we understand that many enterprises still depend on AS400 for critical business functions. Rather than disrupting operations, our approach focuses on enhancing the value of your existing infrastructure through proven modernization strategies. Here’s how we help modernize your AS400 systems: • System Integration: We connect your iSeries environment with modern applications like cloud services, ERPs, CRMs, and web platforms—seamlessly and securely. • UI & Application Modernization: Our team upgrades legacy green screens into user-friendly, web-based interfaces that improve productivity and user experience. • Cloud Enablement: We help extend AS400 capabilities by integrating with cloud platforms for better scalability and data accessibility. • Process Automation: By automating manual workflows within your legacy environment, we help reduce errors and increase operational efficiency. • Ongoing Support & Maintenance: United Techno ensures your system runs reliably with performance tuning, upgrades, and dedicated support. The AS400 is still a strong and secure system—but to keep pace with today’s digital demands, businesses need to evolve it with purpose. With United Techno as your partner, you don’t have to choose between legacy stability and innovation. You can have both. Let us help you future-proof your IT investments while making the most of your trusted IBM iSeries infrastructure. For More Info Visit Our Website : https://www.unitedtechno.com/  ( 3 min )

Exception handling in PHP has evolved significantly with PHP 8, giving developers powerful tools to manage errors more efficiently. If you're working with PHP, understanding how try-catch blocks work and how to handle exceptions correctly is essential for writing robust and maintainable code. Exception handling is the process of managing errors or unexpected behavior in a program. In PHP, this is typically done using the try-catch construct. The try block contains code that might throw an exception, while the catch block handles the exception. With the latest updates in PHP 8, this process has become more streamlined and developer-friendly. One of the key improvements in PHP 8 is its support for multi-catch blocks. This means you can now catch multiple exception types in a single catch cla…  ( 4 min )

In 2025, the search landscape is undergoing a radical transformation. Generative AI in search is no longer a buzzword—it's the backbone of next-gen AI search engine trends. From conversational queries to AI-generated summaries, search engines now function more like intelligent assistants than static libraries. As these innovations evolve, the future of SEO 2025 is being redefined right before our eyes. We explores how generative AI is reshaping the search experience, what it means for SEO professionals, and how brands can adapt to maintain visibility in this AI-dominated ecosystem. Search engines like Google, Bing, and emerging players are embedding generative AI models like GPT-4, Gemini, and Claude into their core search functionalities. Instead of listing links, these engines generate r…  ( 5 min )

Unlocking Efficient Search: A Web Developer's Guide to Tries (Prefix Trees) Introduction: Beyond indexOf – The Need for Smarter Search Have you ever wondered how Google, Amazon, or even your code editor provides lightning-fast autocomplete suggestions as you type? Or how they efficiently filter through millions of product names or variable names in milliseconds? While simple string matching (like String.prototype.indexOf() or iterating through an array) works for small datasets, it quickly becomes inefficient as your data grows. As web developers, we constantly deal with search functionality – from user input in search bars to filtering data tables on the backend. This is where a powerful Data Structure called a Trie (pronounced "try," like "tree") comes into play. Also kno…  ( 7 min )

That’s where GenQE comes in — a groundbreaking AI-powered software testing platform that’s redefining how teams validate, optimize, and deliver software with confidence. Let’s explore how GenQE is not just improving QA, but transforming it into a modern, intelligent, and agile discipline. Manual testing and outdated automation scripts have become bottlenecks in modern development cycles. Here’s why: ❌ Test cases are often outdated or duplicated. ❌ Limited test coverage leads to missed defects. ❌ Manual effort is time-consuming and error-prone. ❌ Feedback loops are too slow for today’s agile teams. These challenges cause unnecessary delays, increase risk, and ultimately impact the end-user experience. GenQE is designed to eliminate repetitive tasks, reduce QA overhead, and provide real-time…  ( 5 min )

When you use SSH to clone a GitHub repository on your server, you’re authenticating the server to GitHub using an SSH key. Here's how it's linked: You generate an SSH key pair on your server. The private key stays on the server. The public key is copied to GitHub. When you run a command like: git clone git@github.com:your-username/your-repo.git GitHub checks: “Does this public key match one of the authorized SSH keys on this GitHub account?” If yes, access is granted, and cloning happens without asking for a username/password. Contabo server, generate an SSH key: ssh-keygen -t rsa -b 4096 -C "your-email@example.com" Press Enter for all prompts to accept defaults. cat ~/.ssh/id_rsa.pub Copy the output (it begins with ssh-rsa...). Settings → SSH and GPG keys → New SSH key Title: Contabo server Paste the key ssh -T git@github.com If successful, it will say: Hi your-username! You've successfully authenticated... git clone git@github.com:your-username/your-django-repo.git tunaresq_be No username/password will be required — it just works 🎉.  ( 3 min )

In the world of frontend development, performance is king. Whether you're building a sleek SaaS dashboard or a blazing-fast eCommerce storefront, your users expect snappy load times and seamless interactions — no excuses. Over the years, we've optimized everything from lazy loading to CDN caching. But there's a new tool that’s changing the game completely: Edge Functions. Let’s break down why every frontend engineer should be paying attention. At a high level, edge functions are serverless functions deployed closer to your users, at edge locations across the globe. This is different from traditional serverless setups that live in a single cloud region. Think Vercel Edge Functions, Netlify Edge Middleware, or Cloudflare Workers — all of them let you run logic at the edge of the network, bef…  ( 5 min )

Java 8 introduced a modern java.time package that replaces the old Date and Calendar classes. This blog post will walk you through the most commonly used classes: LocalDate, LocalTime, LocalDateTime, and ZonedDateTime, along with practical examples. LocalDate – Date Only (No Time or Zone) LocalDate is used to represent a date without time or timezone, like 2025-05-21. import java.time.LocalDate; import java.time.format.DateTimeFormatter; public class LocalDateExample { public static void main(String[] args) { // Current date LocalDate today = LocalDate.now(); System.out.println("Today: " + today); // Specific date LocalDate independenceDay = LocalDate.of(2025, 7, 4); System.out.println("Independence Day: " + independenceDay); …  ( 4 min )

Thanks to AI tools like GitHub Copilot, ChatGPT, Cursor and Claude, writing code has never been faster. But as AI-generated code floods repositories, classrooms, and businesses, a critical question arises: How do we know if code was written by a human or an AI? That’s where AI code checkers come in tools designed to detect whether a piece of code was crafted by human hands or machine algorithms. In this blog, we’ll explore how an AI checker for code works, why it matters, and how you can check code for AI traces. What Actually is Code Checkers? A code detector or code checker is a tool that analyzes and evaluates source code for various factors such as quality, syntax errors, security vulnerabilities, and adherence to best practices. These tools can be used to: Detect AI-generated code: So…  ( 7 min )

Article published on my blog here : https://alsohelp.com/blog/typescript-declare-array How to declare an array in TypeScript the right way. A small recap, mostly note to self. First, this is how you declare an array in JS : const fruits = ['apple', 'orange', 'banana']; Remember that TS generates JS, so you always end up with the above. In TS, it will look like this: const fruits: string[] = ['apple', 'orange', 'banana']; You are telling TS "I'm declaring an array of string". In TS, you always declare an array of something. an Array of string, an Array of number, an Array of MyType, and so on. There is no "array of nothing" in TS. ❌ const fruits: [] = [] // wrong! you are declaring an empty array ❌ const fruits = [1, 2, 3] // wrong! you are declaring an "array of any", like in JS ❌ const fruits: any[] = [1, 2, 3] // wrong! you are using any, which is almost forbidden in TS An array in TS is always an "array of something". I think it's the only gotcha to remember. Best, David  ( 3 min )

Ensuring software reliability and quality in today's fast-paced digital landscape is challenging. Traditional testing methods often fall short in agile and DevOps-driven environments. Manual testing is time-consuming, error-prone, and difficult to scale, while script-based test automation demands extensive coding expertise and maintenance effort. Tosca Automated Testing, developed by Tricentis, transforms software testing by offering a scriptless, AI-powered approach that simplifies automation and accelerates release cycles. By integrating Tosca into CI/CD pipelines, functional testing, performance validation, and regression testing become more efficient, reducing errors and improving overall software quality. Enterprises adopting Tosca can ensure seamless digital transformation, deliverin…  ( 5 min )

Optimizing Your Dev Setup: Terminal, IDE, Extensions, and Workflow Hacks Pratham naik for Teamcamp ・ May 21 #webdev #productivity #devops #learning  ( 2 min )

Optimizing Your Dev Setup: Terminal, IDE, Extensions, and Workflow Hacks Pratham naik for Teamcamp ・ May 21 #webdev #productivity #devops #learning  ( 2 min )

Introduction: The Power of Knowing Your Systems Imagine losing $5 million because a server crashed during a peak sales hour, and you had no warning. In 2023, a major e-commerce platform faced this nightmare due to inadequate monitoring. Prometheus and Grafana are the dynamic duo that prevent such disasters by providing real-time insights into your systems, from CPU usage to API response times. Whether you're a beginner running a small app or a DevOps pro managing microservices, mastering these tools ensures your systems stay reliable, performant, and cost-efficient. This article is your ultimate guide to Prometheus + Grafana, following a developer's journey from blind spots to monitoring mastery. With clear configuration examples, dashboards, case studies, and a touch of humor, we’ll cov…  ( 8 min )

Optimizing Your Dev Setup: Terminal, IDE, Extensions, and Workflow Hacks Pratham naik for Teamcamp ・ May 21 #webdev #productivity #devops #learning  ( 3 min )

What is Optical Character Recognition? Optical Character Recognition (OCR) is a foundational computer vision technology that converts printed or handwritten text from images or scanned documents into machine-readable digital text. Traditional OCR systems analyze the shape, position, and pattern of characters in an image, mapping them against a pre-trained character model to extract structured text. OCR has become critical in transforming analog documents into searchable and editable formats, driving use cases such as: Document digitization Automated data entry Accessibility enhancements (e.g., text-to-speech for visually impaired users) Recent advances, particularly in machine learning and deep neural networks, have significantly improved OCR’s accuracy across diverse domains and languag…  ( 5 min )

Introduction Your dev setup matters. A lot. Developers spend hours daily in their IDE, terminal, and tools. Optimizing these can cut friction and save hours every week. This guide shows you how to upgrade your setup using VSCode tips, terminal tweaks, dotfiles, and automation hacks. It’s practical, clean, and built for devs who want focus, speed, and clarity. You type commands. You write code. You jump between windows. You repeat yourself. Bad setups hide in small delays—missing shortcuts, misconfigured environments, or bloated editors. Fixing this isn’t about tools. It’s about workflows. Smooth inputs. Instant feedback. Minimal context switching. That’s what an optimized dev environment delivers. tmux lets you split terminals, create sessions, and resume work later. Start here: tmux ne…  ( 5 min )

Leapcell: The Best of Serverless Web Hosting This article will introduce how to use the Go programming language to build a simple neural network from scratch and demonstrate its workflow through the Iris classification task. It will combine principle explanations, code implementations, and visual structure displays to help readers understand the core mechanisms of neural networks. A neural network is a computational model that simulates biological neurons, achieving non-linear mapping through connections of nodes across multiple layers. A typical three-layer neural network structure includes an input layer, a hidden layer, and an output layer. Nodes in each layer are connected via weights and biases, and inter-layer transmission is processed through activation functions. Below is a schem…  ( 8 min )

When diving into the world of web development, one of the most frequently mentioned frameworks is Django. If you're asking yourself, What is Django?, you're not alone. This powerful framework has become a favorite among developers for building robust, scalable, and secure web applications with speed and efficiency. In this post, we’ll explore what Django is, why it’s popular, its key features, the benefits it offers, and some common use cases. Whether you’re a complete beginner or just exploring options for your next project, this guide will help you understand why Django stands out. Django is a high-level web framework written in Python that promotes rapid development and clean, pragmatic design. Created to help developers take applications from concept to completion as quickly as possibl…  ( 5 min )

In this article, we review a function called callsites you see in the logger.ts. There is an import at line 5, it is imported from call sites. import callsites from 'callsites'; By the way, this logger.ts is part of core package found in n8n so you might be wondering what n8n is so it’s a fair code workflow automation platform with native AI capabilities it also lets you combine visual building with custom code self host or cloud it’s called about 400 plus integrations so this tool automates things like if someone has submitted a type form and you want a notification coming into your Slack group. You can set up such automations. That’s just one example that I’ve picked for the N8n. Callsites So when I quickly Googled callsites NPM, I found this package and it basically lets you get ca…  ( 5 min )

DevOps in 2025 is more than just CI/CD — it's about resilience, automation, security, and speed at scale. Whether you're starting out or upskilling, here are the must-learn DevOps tools in 2025 — and why they matter more than ever. These integrated CI/CD platforms are now the de facto standard for modern pipelines. ✅ Why learn: Native integration with repos Fast feedback loops Cloud-native & scalable IaC is not optional anymore. Multi-cloud? Hybrid? No problem. ✅ Why learn: Infrastructure version control Reusability with modules/stacks Pulumi brings your favorite language (Python/TypeScript) to IaC K8s remains king — and GitOps is the new gold standard for deployments. ✅ Why learn: Deploy and manage apps at scale Helm for packaging ArgoCD for declarative, Git-based delivery Cloud-native IaC tools are gaining traction for better dev experience. ✅ Why learn: Leverage your dev skills for cloud infra Seamless integration with SDKs Security is shifting left. Managing secrets securely is critical. ✅ Why learn: No more hardcoded secrets Centralized access control Observability is your eyes and ears in production. ✅ Why learn: Find performance bottlenecks Build real-time dashboards and alerts Config management still matters — especially in hybrid or legacy environments. ✅ Why learn: Automate server provisioning Easy state enforcement AI/ML integrations are becoming part of CI/CD pipelines Platform engineering is on the rise — DevOps engineers are now building golden paths Security, compliance, and cost optimization are now first-class citizens 👩‍💻 Whether you're an aspiring DevOps engineer or a senior looking to stay sharp, learning these tools gives you: 🌍 Broader opportunities (multi-cloud, platform roles) 🔒 More secure, automated workflows 📈 A serious edge in interviews and promotions 💬 What are your go-to DevOps tools in 2025? Drop them in the comments!  ( 4 min )

Leave a comment below to introduce yourself! You can talk about what brought you here, what you're learning, or just a fun fact about yourself. Reply to someone's comment, either with a question or just a hello. 👋 Come back next week to greet our new members so you can one day earn our Warm Welcome Badge!  ( 3 min )

If you're a developer or system administrator working with Windows Subsystem for Linux (WSL2), you might encounter challenges when trying to run a web server like Apache. In particular, getting Apache to work and be accessible from Windows can be tricky due to networking and port binding issues. In this blog, I'll walk you through the process of setting up Apache on WSL2, solving the common networking problems, and enabling access from your Windows machine. Let’s dive in! Step 1: Install Apache on WSL2 First, make sure you have WSL2 installed and set up on your Windows machine. If you haven't already, you can follow the official Microsoft guide to install WSL2 and a Linux distribution (Ubuntu is commonly used). Once WSL2 is installed, open your WSL2 terminal (Ubuntu or other Linux distro) …  ( 4 min )

Pernah nggak sih kamu merasa kesal karena Windows tiba-tiba melakukan pengecekan disk otomatis saat komputer dinyalakan? Proses ini bisa memakan waktu lama dan bikin kamu jadi telat kerja atau main. Tenang, ada cara mudah supaya kamu bisa mematikan pengecekan disk otomatis itu, yaitu dengan perintah chkntfs /x C: . Windows punya fitur pengecekan disk otomatis (disk check) yang berjalan saat booting untuk memastikan tidak ada error pada hard drive atau SSD. Ini sangat penting agar sistem tetap sehat dan data kamu aman. Namun, kadang proses ini berjalan terlalu sering atau bahkan tanpa sebab jelas, sehingga membuat waktu startup jadi lebih lama dan kamu pun jadi terganggu. Nah, perintah chkntfs /x C: hadir sebagai solusi cepat untuk menonaktifkan pengecekan disk otomatis pada drive C, seh…  ( 5 min )

Learning the Basics of Bash Scripting: A Beginner's Guide Bash scripting is a powerful skill for automating tasks, managing systems, and improving productivity. Whether you're a developer, sysadmin, or just a tech enthusiast, understanding Bash can save you time and effort. In this guide, we'll cover the fundamentals of Bash scripting, from basic commands to writing your first script. What is Bash? Bash (Bourne Again SHell) is a Unix shell and command language. It’s the default shell on most Linux distributions and macOS. Bash allows users to interact with the operating system by executing commands, running scripts, and automating repetitive tasks. Why Learn Bash Scripting? Automation – Write scripts to handle repetitive tasks. System Administration – Manage files, processes, and system co…  ( 4 min )

If you're building a full-stack JavaScript application using Node.js, Express, and MongoDB with Mongoose, you're in good company. These technologies offer developers flexibility, performance, and a rich ecosystem of tools. But when it's time to deploy your Mongoose-powered app to the world, the question arises: Where and how should you host it? One increasingly popular answer is Fly.io—a global application hosting platform that makes it surprisingly simple to deploy backend services close to your users. Fly.io gives you speed, scalability, and even stateful service support (hello, databases!) without the DevOps headache. In this blog post, you'll learn exactly how to host a Mongoose-powered Node.js app on Fly.io. We'll walk through everything—from setting up your local app to deploying it …  ( 6 min )

A post by Yejju Sathya Sai  ( 2 min )

this is the project structure i face a problem on my project. when i click on link. it shows error. i dont know why and what happened. anyone there please help. i request. this is app.js Bugema University Vocational Training School Electronic Records Management System Main application entry point */ // Import required modules // Import custom modules // Create Express application // Set up view engine and views directory // Set up express layouts console.log('Step 1: Starting app.js execution...'); // Database connection and server startup // Start server after successful database connection const PORT = env.port || 3000; console.log('Attempting to start the server...'); const server = app.listen(PORT, '0.0.0.0', function(err) { if (err) { console.error('ERROR STARTING SERVER:', e…  ( 10 min )

Merging cells only keeps the upper-left and discards other values issue in Excel. The issue “Merging cells only keeps the upper-left value and discards others” happens when you try to merge cells that contain more than one value. In this tutorial, I’ve explained all the methods to combine data from multiple columns without losing any information from your sheet. The Clipboard method allows users to combine multiple columns into one cell easily. To use this method, you’ll need to open the Clipboard launcher in Excel. Under the HOME tab in the left top of the sheet. You may notice the word “Clipboard” on the screen. Next to it, there is a small arrow icon, which is the Clipboard Launcher. Click on it to open the clipboard panel. Clipboard Launcher in Excel Once the Clipboard launcher …  ( 4 min )

Daftar Isi Paradigma Pemrograman Fungsional Imperative Programming Declarative Programming Object-Oriented Programming (OOP) Functional Programming (FP) Paradigma yang Digunakan Erlang dan Elixir Prinsip Dasar Pemrograman Fungsional Sistem Yang Selalu Tersedia Konkurensi Pada Erlang Platform Pengembangan Yang Lengkap Referensi Setiap bahasa pemrograman dibangun di atas satu atau lebih paradigma pemrograman, yaitu cara berpikir yang membentuk bagaimana kita menulis kode, mengelola data, dan menyusun solusi. Memahami paradigma ini membantu kita memilih pendekatan yang paling tepat untuk menyelesaikan suatu masalah. Mari kita bahas beberapa paradigma yang paling umum digunakan. Paradigma *imperative* adalah cara menulis program dengan memberikan instruksi langkah demi langkah kepada k…  ( 8 min )

Discover the InsureBC Victoria Website: Modern Insurance Services at Your Fingertips We’re excited to announce the launch of the InsureBC Victoria Website — built to give you easier access to the insurance support you need, whenever you need it. For years, our clients have trusted InsureBC Victoria as their local insurance broker in Victoria for everything from home and auto insurance to business, travel, and life coverage. Now, we’re making that trusted experience even more accessible through the InsureBC Victoria Website — a modern, easy-to-use online platform designed around your needs. Our new website is here to save you time, simplify your insurance options, and keep you connected to your trusted insurance team — all without losing the personal service we’re known for. This isn’t ju…  ( 4 min )

⚠️ Важно: Перед внедрением новых языков в проект сначала убедитесь, что код на Elixir был максимально оптимизирован. В большинстве случаев грамотная оптимизация текущего кода значительно улучшает производительность приложения и иногда даёт лучшие результаты, нежели добавление другого языка программирования. Elixir и Erlang — отличные языки для разработки масштабируемых и отказоустойчивых систем. Но иногда нужно выжать максимум производительности или использовать библиотеку, доступную лишь на другом языке. Если вы попали именно в такую ситуацию или просто хотите узнать, как совместить два ваших любимых языка программирования, эта статья для вас! 🔍 Когда нужна интеграция с нативным кодом Прежде чем углубляться в технические детали, важно понять, когда стоит рассматривать…  ( 12 min )

Pair programming is a worthwhile activity that I do in my apprenticeship. I practice pair programming during my in-class workshops. I also participate in pair programming with my partner for our capstone project. This activity has given me lots of practice working with someone to solve a problem. I do believe I learned valuable lessons about programming and teamwork because of this. It may seem obvious, but pair programming really shows the importance of being able to communicate effectively. Conveying your ideas in an understandable and meaningful way is important to minimize confusion and ensure everyone is on the same page. Another lesson that I learned is that it is beneficial to ask questions and ask for assistance if needed. Every time I needed help, my coding partners were happily willing to give an answer or clarification as needed. I also learned that coding together is an excellent way to improve and share knowledge with peers. Practicing pair programming is a superb way to give early-career software engineers some hands-on experience in that environment. Since it is common to code in a team professionally, pair programming practice provides a terrific glimpse into how to maneuver in that environment. Coding with others allows one to develop not only their hard skills but also improve soft skills as well. Going forward, I think the best way to get more out of these experiences would be to expose myself to more pair programming. Additionally, going into these sessions with a goal in mind is a fantastic idea. For example, one day complete an exercise with a focus on working on your communication and asking questions. Then, on another day, challenge yourself by trying a different language. Another way to get the most out of pair programming is practicing being the driver and the navigator.  ( 3 min )

A post by Subhasish Nath  ( 2 min )

Original Link: Turbo0 - Popular Content Creation Products Directory Here is a concise summary of the main announcements from the Google I/O conference held on May 21, 2025, designed for general users: Significant AI Advancements: The Gemini 2.5 model has improved performance, with the introduction of the Gemma series models (such as Gemma 3n, MedGemma, SignGemma). The TPU Ironwood's performance has increased tenfold, and AI usage has surged to 480 trillion tokens per month. Rich New Products and Features: Launch of the Google Beam video communication platform, Google Meet real-time voice translation, Gemini Live (integrated with Project Astra), AI search mode, and Gmail smart replies. Hardware and Device Updates: Collaboration with Gentle Monster and Warby Parker on Android XR glasses, and…  ( 7 min )

As a new python developer, fresh off my first major project, I'm pretty excited about the language. So excited that I can't resist learning more and more by watching content from seasoned developers. Recently, I came across a video titled "map() and filter() in Python!" This piqued my interest because I hadn't been taught these inbuilt functions; I had only ever been taught how to approximate these using list comprehensions. I thought to myself "Surely an inbuilt function for such a thing MUST be better than typing out an entire comprehension!" After watching the video and learning the functions, I still felt unclear on whether or not these functions would be superior to list comprehensions. So I decided to put them to the test, head to head. Right off the bat, it's important to not that t…  ( 5 min )

Why does it matter? The web today is no longer just a collection of simple static pages. It’s where businesses run, communities connect, and complex interactions happen. If you still think plain HTML and a few lines of manual JS are enough, you’re limiting yourself and your project. You might be proud of , , or basic forms. But building an app with: Complex interactive UI Multi-dimensional user state management Real-time data updates Reusable, maintainable components And proper accessibility for all users requires way more. Frameworks like React are powerful tools that help you handle all that complexity easily instead of wrestling with tons of manual DOM manipulation. Trying to manage state with global variables or direct DOM manipulation will only make your code…  ( 4 min )

Resource management is a critical yet often overlooked aspect of Java development. This article explores how to properly manage resources in Java to prevent leaks, using a real example from the SeaTunnel project. In Apache SeaTunnel, the HiveSink component once had a typical resource leak issue. The code comparison before and after the fix is shown below: Before the fix: @Override public List commit(...) throws IOException { HiveMetaStoreProxy hiveMetaStore = HiveMetaStoreProxy.getInstance(pluginConfig); List errorCommitInfos = super.commit(aggregatedCommitInfos); if (errorCommitInfos.isEmpty()) { // Handle partition logic... } hiveMetaStore.close(); // Will not execute if an exception occurs above return …  ( 5 min )

This is a submission for the Bright Data AI Web Access Hackathon What I Built Demo How I Used Bright Data's Infrastructure Performance Improvements  ( 3 min )

Over the past few months, I've been working solo on building LOLTV.gg — a hub for League of Legends eSports, inspired by platforms like HLTV.org (for CS) and VLR.gg (for Valorant), but with a much more modern and unique approach. My goal is to create a space where LoL eSports fans can come together to explore detailed match data, engage in meaningful discussions, and dive deep into everything from player performance to team histories — all in a way that’s clean, fast, and purpose-built for the community. Detailed match pages with timelines, scoreboards, and team stats Player profiles with recent performance, stats, historical stats, trophies, and seasonal insights Team pages with roster info, past results, and tournament stats Recent transfers page teams roster changes. Tournament pag…  ( 4 min )

Hey everyone! mine – digging deeper with the tools and tackling stuff beyond what they taught us. Here’s a quick look at what I’ve been up to. I started with a template, but pretty fast, I was tearing apart and rebuilding most of it. Seriously, not just tweaking colors. I had to dig deep, wrestle with some tricky JavaScript, and basically remake huge chunks. Honestly, sometimes I figured it’d be easier to just build from scratch! Anyway, Chrome DevTools was my best friend through all this. Constantly in the 'Elements' panel, and using 'Computed' and 'Styles' to test things live. Really helped me get why stuff worked (or didn't) and how to fix it. A smooth, fast site was a big deal for me: Better Images: Switched some images to compressed PNGs and added lazy loading to speed things up. C…  ( 4 min )

Overview For an internal database, we needed to implement some sort of text-based search capabilities to help users locate documents. One goal was to be lightweight, hassle-free, easy to set up, expand, and maintain—and ideally, to set it up once and forget about it. It's okay if it costs a bit of computing power, but agility, quick iterations, usability, and robustness are of top concern. It's surprising how much we can do without a server. Most serverless or static webpage hosts are happy to serve anything from a few MB to a few GB for free, likely even distributed across the globe. For any particular individual, if the search experience is truly customized to their needs, then not much resource is needed to deliver a satisfying experience. Let's illustrate this with an example. Suppos…  ( 5 min )

DDPM論文，Jonathan HoがUC Barkeleyで作った Background In each step, the Gaussian noise is added. When t -> \infty, x_T converges to the Gaussian noise. Reverse process Loss function The paper requires more time to fully understand.  ( 3 min )

Lihil is a modern web framework built to make Python a serious choice for enterprise backend systems — from monoliths to microservices. Python has long been criticized as “too slow” or “too dynamic” for large-scale applications. But the language and ecosystem have evolved — Python 3.10+ offers a robust type system, and with ongoing advancements like the removal of the Global Interpreter Lock (GIL), Python is ready for high-performance workloads. Lihil aims to bring together: High performance rivaling Go and Java frameworks Scalable architecture that grows from simple apps to distributed systems Modern developer ergonomics with static typing, auto-injection, and clean API design GitHub: https://github.com/raceychan/lihil Docs & tutorials: https://lihil.cc Lihil is 50–100% faster than…  ( 5 min )

Art isn’t just on canvases anymore—it's living on the blockchain. Whether you're a digital Picasso or just have killer album art, converting your work into NFTs could unlock a world of passive income, global collectors, and Web3 magic. Here’s how to do it, step by step. Your blockchain determines everything—fees, community, and speed. Ethereum: Expensive, prestigious, whale-heavy Polygon: Eco-friendly, gasless minting, great for new artists Solana: Fast, low cost, preferred by gaming and indie artists Tezos: Artist-focused, sustainable, low-fee Pick the one that suits your audience and goals. Your art file should be high-quality and in digital format: Images: JPG, PNG, GIF Videos: MP4 Audio: MP3 3D: GLB/GLTF Pro tip: Add utility like unlockable content or physical art delivery for extra value. You’ll need this to interact with marketplaces and sign transactions. MetaMask (Ethereum/Polygon) Phantom (Solana) Kukai/Temple (Tezos) Save your seed phrase like it’s your birth certificate + wallet + ATM pin. This is where the NFT magic happens. "Minting" is how your artwork becomes an NFT on the blockchain. Connect your wallet Upload your artwork Fill in the metadata (title, description, royalties, etc.) Pay the gas fee if required Click mint! Boom. You just immortalized your art. Once minted, you can either: Sell at a fixed price Run an auction Hold it as a reserve piece Then get loud: Promote on X/Twitter Join Discord art communities Collaborate with NFT influencers You don’t need to be a dev or a crypto bro to get started. All you need is great art, a wallet, and a bit of Web3 curiosity. Your next masterpiece could be someone’s next prized collectible.  ( 4 min )

Are your .NET projects getting harder to maintain as they grow? Discover how Clean Architecture brings structure, separation of concerns, and long-term scalability to your C# applications. In this post, I break down the core layers, compare Clean vs Onion vs Hexagonal architectures, and share a real-world implementation with ASP.NET Core and EF Core. Whether you're starting a new project or refactoring legacy code, this guide will help you build robust, maintainable, and testable solutions in .NET. Learn how to: Structure your project with clear boundaries Integrate Entity Framework Core in a clean way Avoid tight coupling and spaghetti code 💡 Let's build software that lasts! 🔗 Read the full post here  ( 3 min )

In a world driven by data, the ability to anticipate future trends is invaluable. Predictive analytics offers organizations a powerful means to forecast outcomes, optimize strategies, and make informed decisions. This blog serves as your guide to understanding predictive analytics and how it can help you stay ahead of the curve. For those looking to enhance their skills, Data Analytics Course in Bangalore programs offer comprehensive education and job placement assistance, making it easier to master this tool and advance your career. Predictive analytics is the process of using historical data, statistical algorithms, and machine learning techniques to predict future events. By analyzing past patterns and behaviors, organizations can gain insights that enable them to make proactive decisi…  ( 4 min )

🚀@zeroopensource/pack-packages v0.0.2 is live! Install same-scope libs from the diff registries. https://github.com/zeroopensource/pack-packages ZeroOpenSource™ opensource #npm #javascript #devtools zero #zeroopensource #zeroopensourcetm  ( 2 min )

Install same-scope libs from the diff registries. https://github.com/zeroopensource/pack-packages ZeroOpenSource™ opensource #npm #javascript #devtools zero #zeroopensource #zeroopensourcetm  ( 2 min )

Join the Bright Data Real-Time AI Agents Challenge: $3,000 in prizes! dev.to staff for The DEV Team ・ May 7 #brightdatachallenge #devchallenge #ai #webdev  ( 2 min )

The Impact Of Visual AI Technology On Design Workflows Visual AI is changing how designers work, plain and simple. It's not just about making things look pretty; it's about making the whole process smoother and more efficient. Think of it as adding a super-smart assistant to your team, one that can handle the tedious stuff and free you up to focus on the creative, strategic work. It's a big shift, and it's happening now. Streamlining Creative Processes Visual AI is really good at taking over the repetitive, time-consuming tasks that designers often dread. Imagine automatically generating different versions of a landing page or creating icons based on a simple text prompt. This frees up designers to focus on the bigger picture, like user experience and overall design strategy. It's like ha…  ( 6 min )

Daily JavaScript Challenge: Flatten an Object with Nested Objects Hey fellow developers! 👋 Welcome to today's JavaScript coding challenge. Let's keep those programming skills sharp! Difficulty: Medium Topic: Data Manipulation Write a function that flattens a nested object. The function should return an object with a single level of key-value pairs, with the keys being the path to each non-object value in the original nested object. Use dots as separators for the different key levels. https://www.dpcdev.com/ Fork this challenge Write your solution Test it against the provided test cases Share your approach in the comments below! Check out the documentation about this topic here: https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Object/assign How did you approach this problem? Did you find any interesting edge cases? What was your biggest learning from this challenge? Let's learn together! Drop your thoughts and questions in the comments below. 👇 This is part of our Daily JavaScript Challenge series. Follow me for daily programming challenges and let's grow together! 🚀 javascript #programming #coding #dailycodingchallenge #webdev  ( 15 min )

While Justin Sun and other crypto names attend the president's crypto feast that Democrats labeled corrupt, one lawmaker is targeting Trump with a new bill.  ( 26 min )

Jeremy Jordan-Jones lied to investors about Amalgam’s purported partnerships with sports teams including the Golden State Warriors, according to prosecutors.  ( 23 min )

Storm’s lawyers asked the court to order prosecutors to turn over any potentially helpful evidence in their case against the developer.  ( 24 min )

At Paxos' NYC event, speakers across four panels agreed that stablecoins are reshaping global finance — with regulation and infrastructure fast catching up.  ( 29 min )

With hashprice hovering near break-even levels, miners liquidated 115% of April production.  ( 24 min )

An already under pressure bond market took a further hit following a weak auction of long-term U.S. Treasury debt.  ( 25 min )

Also: New Eth Nodes Proposal, Solana Seeker Phone, World Token Sale  ( 24 min )

The last of the sitting commissioners for the U.S. regulator that may get top oversight duties over crypto is leaving along with all of her colleagues.  ( 26 min )

Hong Kong has been working on establishing a stablecoin regime since 2023.  ( 21 min )

Funds from the venture capital giants will be used for the network's expansion.  ( 22 min )

Bitcoin rose to a new high of $109,400 on Wednesday before consolidating marginally lower.  ( 22 min )

LINK shows strong bullish momentum as $66M exits exchanges in 2 weeks. Analysts expect continued gains as DeFi adoption and investor accumulation grow.  ( 23 min )

The price surpassed the giddy level hit just hours prior to the inauguration of President Trump on January 20.  ( 21 min )

Crypto is expected to cross the 10% threshold of adoption in 2025, marking the transition from niche to mainstream, says Psalion's Alec Beckman.  ( 26 min )

STM.co’s Jason Barraza shares TokenizeThis 2025 key takeaways on RWA tokenization momentum and the remaining challenges to address.  ( 28 min )

"SKR will power economy, incentives, and ownership across the ecosystem," said the mobile team at Solana Labs.  ( 22 min )

Sun has invested $75 million in World Liberty Financial, a decentralized finance project backed by the Trump family.  ( 23 min )

This move bolsters the crypto exchange's presence in the region after it secured a MiCA license in January.  ( 22 min )

Avalanche (AVAX) was also among the top performers, rising 3.5% from Tuesday.  ( 20 min )

SukuPay will allow Guatemalans to receive funds from the U.S. for a flat 99 cent fee, using only a phone number within their Banco National mobile app Zigi.  ( 23 min )

Richard Murray, former CEO of crypto asset manager Hilbert Capital, has recently joined Temple Capital as a partner of the firm.  ( 22 min )

The firm expects its 19.9 MW bitcoin mine to be running by the end of July.  ( 24 min )

U.S.-listed miners also produced fewer bitcoin last month than in March.  ( 22 min )

The pattern has raised the probability of ratio breaking out of its prolonged sideways trend in a sign of major XRP uptrend.  ( 23 min )

Your day-ahead look for May 21, 2025  ( 36 min )

Haliey Welch says she “didn’t know enough about crypto” — despite previously claiming she’d “learned so much” ahead of her failed token launch.  ( 26 min )

Financial conditions, stablecoin flows and other key metrics point to stronger foundation compared to the December-January twin peaks.  ( 26 min )

The goal is to gain exposure to bitcoin at a discount, with the aim of beating BTC's price performance in the long run.  ( 22 min )

Dogecoin consolidates below $0.26 as whales unload $40M in tokens. Analysts eye a potential breakout toward $0.35–$0.45 amid bullish chart setup.  ( 22 min )

A data driven metric reveals which companies are truly stacking sats and which are lagging behind the valuations investors are giving them.  ( 24 min )

The High Court in March 2024 dismissed ASIC's allegations that Block Earner had engaged in unlicensed financial services by offering its DeFi product Access  ( 22 min )

Shiba Inu’s price swings reveal quick gains and sharp reversals, while on-chain data shows whales reducing exposure, hinting at short-term bearish pressure.  ( 23 min )

Non-profits will need to meet strict conditions such as five years of audited operations and internal committees to vet donations.  ( 24 min )

“We believe that the release of Alpenglow will be a turning point for Solana,” developers wrote in a blog Monday.  ( 25 min )

Strong institutional interest in CME’s new XRP futures contracts is reviving hopes for a U.S.-listed spot XRP ETF, as the token gains traction in regulated markets.  ( 23 min )

Buoyant sentiment and calm volatility are fueling leveraged bets as BTC consolidates above $100,000 — setting up what traders say could be a clean move to new highs.  ( 24 min )

The next significant price level for Bitcoin is $110,000, where market dynamics could amplify price movements.  ( 22 min )

Unicoin’s CEO announced last month that he’d rejected the SEC’s offer to negotiate a settlement.  ( 27 min )

VanEck plans to launch a private digital assets fund in June targeting tokenized Web3 projects built on the Avalanche blockchain network, the asset manager said in a statement shared with Cointelegraph. The VanEck PurposeBuilt Fund, available only to accredited investors, aims to invest in liquid tokens and venture-backed projects across Web3 sectors, including gaming, financial services, payments, and artificial intelligence.  Idle capital will be deployed into Avalanche (AVAX) real-world asset (RWA) products, including tokenized money market funds, VanEck said. The fund will be managed by the team behind VanEck’s Digital Assets Alpha Fund (DAAF), which oversees more than $100 million in net assets as of May 21.  “The next wave of value in crypto will come from real businesses, not more i…

A Democratic representative in the US Congress will support a blockchain bill at a time when many left-leaning lawmakers are blocking crypto-related pieces of legislation due to concerns with President Donald Trump’s potential conflicts of interest. In a May 21 notice, Minnesota Representative Tom Emmer said he had reintroduced the Blockchain Regulatory Certainty Act, a bill that “solidifies that digital asset developers and service providers that do not custody consumer funds are not money transmitters.”Emmer, a Republican, said Democratic Representative Ritchie Torres would co-lead the bill, making it a bipartisan effort in Congress. “The Blockchain Regulatory Certainty Act reflects a thoughtful, bipartisan effort to get digital asset policy right,” said Torres. “While similar language w…

Kristin Johnson of the US Commodity Futures Trading Commission (CFTC) has announced that she plans to depart the agency before 2026. In a May 21 notice, Johnson said she planned to step down from the CFTC “later this year,” having completed her term, which ended in April. The commissioner filling a Democratic seat at the financial regulator had served since March 2022 after being nominated by former President Joe Biden. In her farewell message, Johnson cited her work as a sponsor of the Market Risk Advisory Committee, which dealt with “nascent issues that arise with the introduction of decentralized financial products such as digital assets or cryptocurrency and other emerging markets.”  CFTC Commissioner Kristin Johnson. Source: CFTCJohnson on X Her departure could come before US Presiden…

Solana Mobile, a subsidiary of blockchain technology company Solana Labs, has revealed the next steps for its soon-to-be-shipped Seeker device and the overall ecosystem. The steps include a new, trustless architecture, a native token, and the Seeker ship date. According to the announcement, Solana Mobile will ship the device starting Aug. 4. Seeker is the company’s second-generation device, after the Saga Web3 phone that launched in April 2023. The company unveiled the Seeker phone in September 2024, saying it wouldn’t just be a “memecoin phone.” So far, it has pre-sold 150,000 units. The Solana Seeker has gone through two sale phases: The Founder window, where the price for each device was $450, and the Early Adopter window, where the price per device was $500. Assuming the lower price …

World, OpenAI CEO Sam Altman’s digital identification project, raised $135 million from venture capital firms Andreessen Horowitz and Bain Capital Crypto, the company said in an announcement. The capital will be used to expand World's network of iris-scanning orbs and infrastructure in the United States, where the company said in April it would operate in six cities, and increase coverage around the globe, according to the announcement. More than 12.5 million individuals in over 160 jurisdictions have been issued a World ID, the company said. The project, which collects biometric data from individuals to establish "proof of personhood," faces regulatory headwinds and bans in several countries. Critics of the project say that offering financial incentives for biometric data violates informe…

A New York jury found Braden John Karony, the former CEO of cryptocurrency company SafeMoon, guilty of three felony charges after less than a day of deliberation. According to May 21 reporting from the courtroom, in the US District Court for the Eastern District of New York, a jury convicted Karony of conspiracy to defraud the United States, money laundering, and wire fraud. Prosecutors and defense lawyers presented their cases over the roughly two-week trial that kicked off with jury selection on May 5. Karony, former chief technology officer, Thomas Smith, and the platform’s creator, Kyle Nagy, were charged in 2023 for having allegedly “diverted and misappropriated millions of dollars’ worth” of SafeMoon’s SFM token. Smith testified against Karony at trial, while Nagy reportedly fled to Russia and was at large as of May 21. The criminal trial involving a cryptocurrency company executive was seen by many as a bellwether for how Joseph Nocella, the interim US Attorney for the district, could handle cases involving digital assets and fraud. Nocella, a Donald Trump appointee, took office on May 5. This is a developing story, and further information will be added as it becomes available.

Key takeaways: Bitcoin’s $109,458 all-time high aligns with seven consecutive green weekly candles since April, highlighting the strength of the current bullish momentum. Analysts expect BTC to reach between $135,000 to $320,000 in 2025. BTC heatmaps show high-leverage zones that may trigger liquidations. Thus, risk management remains crucial. Bitcoin (BTC) hit a new all-time high of $109,458 on Binance on May 21, marking seven consecutive green weekly candles in a row since the price bounced from its swing low of $74,500.  Bitcoin 1-week chart. Source: Cointelegraph/TradingView If Bitcoin closes the current weekly candle above $106,500 on May 25, it will mark its longest streak of consecutive green weekly closes since October 2023. Alongside a new all-time high, Bitcoin’s market cap…

Key takeaways: Spot Bitcoin ETF inflows and low leverage suggest the BTC rally has room to grow. US Federal Reserve liquidity and weak bond sales support a Bitcoin push beyond $110,000. Bitcoin (BTC) was unable to sustain its bullish momentum after reaching a new all-time high of $109,827 on May 21, which led traders to question whether derivatives markets mainly drove the rally. From a broad perspective, the $77 billion in Bitcoin futures open interest has undoubtedly played a role. However, a closer look at the data shows a more positive outlook for further price gains. Bitcoin 2-month futures annualized premium. Source: Laevitas.ch The current 7% annualized Bitcoin futures premium is well within the neutral range of 5% to 10%, which has been typical for the past two weeks. This indic…

A recent filing with Maine’s attorney general sheds new light on Coinbase’s data breach, claiming that nearly 70,000 users were impacted and that the incident went unnoticed for nearly six months. According to the filing submitted by legal firm Latham and Watkins LLP, 69,461Coinbase users were compromised by the breach, 217 of whom are residents of the US state of Maine. The document also indicates the breach occurred on Dec. 26, 2024, but was only discovered on May 11, 2025 — nearly six months following the cybersecurity incident. Coinbase now faces a flurry of lawsuits from affected clients, who argue that the exchange failed to notify victims of the security breach in a timely manner. The attack caused $400 million in losses through social engineering scams and remediation costs, Coinba…

Key points: Bitcoin made a new all-time high, but the bulls will have to sustain the higher levels for the momentum to pick up. Several altcoins have bounced off their respective support levels, signaling a positive sentiment. Analysts expect Bitcoin to maintain its positive momentum and surge above $200,000 by the end of the year. Bitcoin (BTC) rose to a new all-time high on May 21 on easing macroeconomic fears and continued inflows into the US-based spot Bitcoin exchange-traded funds. Analysts expect the momentum to continue and Bitcoin to surge to $200,000 by the end of the year. There are some murmurs among analysts about a bearish divergence, leading to a double-top pattern. However, private wealth manager Swissblock Technologies said in a post on X that its Bitcoin Fundamental In…

Democratic leaning organizations and members of Congress have announced plans to protest what they describe as the sale of access to the office of the US president, in reference to Donald Trump’s memecoin dinner on May 22. The event’s attendees are said to have collectively spent over $100 million for the chance to meet with the US president. Since Trump’s memecoin project, Official Trump (TRUMP), announced that its top 220 tokenholders would have an opportunity to apply for an exclusive dinner with the president, many leaders in the crypto industry and US lawmakers have criticized the event, saying Trump was opening his office to potential bribery and corruption. The memecoin dinner prompted some Democratic lawmakers to withdraw support for crypto-related legislation in Congress, includi…

The Texas House of Representatives has passed the third reading of SB 21, a bill that seeks to establish a strategic Bitcoin reserve in the state. The bill passed in a 101-42 vote and will now go to Texas Governor Greg Abbott to either sign into law or veto. SB 21, authored by state Senator Charles Schwertner, establishes a Bitcoin (BTC) reserve that is managed by the state’s comptroller. The legislation allows the comptroller to invest in any cryptocurrency with a market cap above $500 billion over the previous 12-month period. Currently, the only cryptocurrency fitting the requirement is Bitcoin. Texas State Representative Giovanni Capriglione presenting SB 21. Source: Bitcoin Laws Before the vote, state Representative Giovanni Capriglione said to the chamber that the bill was a “pivotal moment in securing Texas’s leadership in the digital age with the passage of our strategic Bitcoin reserve. Now, we embrace a modern asset with traditional properties for future promise.” This is a developing story, and further information will be added as it becomes available.

Key takeaways: Bitcoin market cycle tops are notoriously hard to time, but combining technical and behavioral indicators can offer strong signals. The MVRV-Z Score, Pi Cycle Top indicator, trade volume trends, Puell Multiple, and exchange inflows accurately predict Bitcoin price cycle tops. Bitcoin (BTC) might be approaching the final stage of its current market cycle — a dramatic final rally followed by a sharp correction and, eventually, a bear market. For many, this could be the long-awaited climax of the past four years, and major players are preparing accordingly. Since late 2024, Bitcoin whale accumulation has surged. Glassnode data shows that the number of addresses holding over 100 BTC has jumped by almost 14%, reaching 18,200 — a level not seen since 2017. The biggest market pl…

America’s powerful banking lobby is “panicking” over the potential of stablecoins to disrupt their traditional business model, particularly when it comes to yield-bearing stablecoins, according to Austin Campbell, a New York University professor and founder of Zero Knowledge Consulting. In a May 21 social media post that begins with, “The Empire Lobbies Back,” Campbell claimed that the banking industry is especially alarmed by the potential for stablecoins to offer interest or rewards to holders.  In a pointed message aimed at Democratic lawmakers, Campbell wrote that “banks want you to protect their cartel so they can keep screwing your voters.” He went on to explain how fractional reserve banking enables banks to maximize profits while offering depositors minimal interest. The banking …

America’s powerful banking lobby is “panicking” over the potential of stablecoins to disrupt their traditional business model, particularly when it comes to yield-bearing stablecoins, according to Austin Campbell, a New York University professor and founder of Zero Knowledge Consulting. In a May 21 social media post that begins with, “The Empire Lobbies Back,” Campbell claimed that the banking industry is especially alarmed by the potential for stablecoins to offer interest or rewards to holders.  In a pointed message aimed at Democratic lawmakers, Campbell wrote that “banks want you to protect their cartel so they can keep screwing your voters.” He went on to explain how fractional reserve banking enables banks to maximize profits while offering depositors minimal interest. The banking …

Key takeaways: The Bitcoin Quantile Model shows “heat” with price on the verge of an “acceleration phase,” echoing Q4 2024 when BTC embarked on a 45% post-election rally. Bitcoin (BTC) price has formed a new intraday high on each daily candle this week, with the crypto asset slowly grinding toward a new all-time high. In line with its current trajectory, 21st Capital co-founder Sina noted that Bitcoin is approaching a pivotal moment around the $108,000 level.  The Bitcoin Quantile Model update shows that BTC’s market reflects the same “heat” that was present after President Trump’s post-election rally and the spot ETF-driven highs during Q4 2024. The model, which uses quantile regression to map Bitcoin’s price phases on a logarithmic scale, indicates the cryptocurrency is in the Transit…

Key points: Ethereum holders are back in profit, increasing chances for a rally to $3,000 and beyond. Ether sell pressure risk exists at $2,800, where 2.27 million ETH could be sold. Ether's recent surge to $2,700 on May 14 pushed its value above its realized price, implying that the average holder of ETH is “now back in an unrealized profit,” according to Glassnode. Ethereum trades above its cost basis Data from Cointelegraph Markets Pro and TradingView shows that Ether’s (ETH) price has risen by more than 52% to a three-month high of $2,700 on May 14 from $1,800 on May 7, fueled by excitement around the Pectra upgrade. This rally has seen ETH rise above its realized price or cost basis, currently at $1,900, paving the way for a potential rally to $3,000 or higher.  ETH holders returni…

Bitcoin surged to a new all-time high after a temporary trade agreement between the United States and China eased macroeconomic fears and boosted investor confidence. Bitcoin (BTC) set a new high of $109,400 on May 21, rising more than 26% in the past month, according to data from TradingView. This climb to a record high came nine days after the White House announced a 90-day trade agreement between the US and China on May 12, temporarily slashing import tariffs to 10%. BTC/USD, 1-month chart. Source: Cointelegraph/TradingView The 90-day tariff suspension and the cooperative tone in negotiations removed the risk of “sudden re-escalation,” which had a significant impact on risk appetite among traditional and cryptocurrency investors, Aurelie Barthere, principal research analyst at crypto i…

Opinion by: Markus Levin, co-founder of XYO The crypto community often experiences periods of heightened anxiety. Market downturns are often triggered by counterproductive sentiment-driven events rather than by fundamental issues, creating a significant disconnect between price behavior and the actual progress being made within the industry by the companies within it. What often goes unnoticed is how much real development happens during these downturns. While market movements capture most of the attention, teams are building faster and more deliberately behind the scenes than ever. The focus shifts away from price speculation and toward real execution. Growth happens during downturns. It's a necessary phase for projects that thrive in a volatile industry. They re-focus attention on refinin…

Key takeaways Properly accounting for crypto assets on your balance sheet is essential for accurate tax reporting and financial transparency. Crypto trading activities should be recorded like stock trading, at fair market value on the day of purchase. In some countries, like the US, crypto losses can offset gains, so keeping track of gains and losses is important for reducing taxable income. Whether you’re an individual investor or a business, treating cryptocurrencies as assets and documenting them ensures compliance with tax laws and minimizes the risk of errors. Let’s be real, it’s easy to lose sight of what you’ve actually gained or lost, especially when it comes to crypto and its market volatility and frequent trading activities.  And when it comes to accounting, especially in countr…

Key points: Bitcoin and gold move higher in step amid jitters over Japan’s debt problem reach “boiling point.” $108,000 remains a keen target for Bitcoin bulls amid ongoing corporate buying. Some still see the current BTC price uptrend coming to an abrupt end. Bitcoin (BTC) kept up pressure on $108,000 at the May 21 Wall Street open as a trader flagged multiple bearish divergences. BTC/USD 1-hour chart. Source: Cointelegraph/TradingView Bitcoin joins gold in Japan debt reaction Data from Cointelegraph Markets Pro and TradingView showed BTC/USD returning to near the top of its intraday range as the US trading session began. After its highest-ever daily close, BTC/USD looked increasingly primed for a rematch with all-time highs just above $109,000. 🚨UPDATE: $BTC makes history with new …

Crypto cybersecurity firm Trugard and onchain trust protocol Webacy have developed an artificial intelligence-based system for detecting crypto wallet address poisoning. According to a May 21 announcement shared with Cointelegraph, the new tool is part of Webacy’s crypto decisioning tools and “leverages a supervised machine learning model trained on live transaction data in conjunction with onchain analytics, feature engineering and behavioral context.” The new tool purportedly has a success score of 97%, tested across known attack cases. “Address poisoning is one of the most underreported yet costly scams in crypto, and it preys on the simplest assumption: That what you see is what you get,” said Webacy co-founder Maika Isogawa. Address poisoning detection infographic. Source: Trugard an…

Stablecoin adoption among institutions could surge as the United States Senate prepares to debate a key piece of legislation aimed at regulating the sector. After failing to gain support from key Democrats on May 8, the Guiding and Establishing National Innovation for US Stablecoins (GENIUS) Act passed the US Senate in a 66–32 procedural vote on May 20 and is now heading to a debate on the Senate floor. The bill seeks to set clear rules for stablecoin collateralization and mandate compliance with Anti-Money Laundering laws. Related: German gov’t missed out on $2.3B profit after selling Bitcoin at $57K “This act doesn’t just regulate stablecoins, it legitimizes them,” said Andrei Grachev, managing partner at DWF Labs and Falcon Finance. “It sets clear rules, and with clarity comes confide…

Guatemala’s largest bank, Banco Industrial, has integrated crypto infrastructure provider SukuPay into its mobile banking app, allowing locals to more easily receive remittances powered by blockchain technology.  SukuPay’s infrastructure has been fully embedded inside the Zigi payment app, allowing Guatemalans to receive funds from the United States instantly for a $0.99 flat fee, the company disclosed on May 21.  Users of the Zigi app do not need a crypto wallet or an International Bank Account Number (IBAN) to receive the funds, the company said.  SukuPay CEO Yonathan Lapchik told Cointelegraph that the “key to mainstream adoption of blockchain technology is making it invisible to the end-user” so that there are no technical barriers.  “That’s the only way we’ll scale blockchain to billi…

Hong Kong’s Legislative Council passed the Stablecoin Bill, paving the way for a regulated framework that could position the region as a global leader in digital assets and Web3 development. In a May 21 post on X, Legislative Council member Johnny Ng Kit-Chong said the bill had passed its third reading, clearing the final hurdle for adoption. “It is expected that by the end of this year, major institutions will be able to apply to the Hong Kong Monetary Authority to become licensed stablecoin issuers,” Ng said. Image of the legislative assembly session. Source: Johnny Ng Kit-Chong According to the new Hong Kong legislation, stablecoins must be backed by fiat currency as underlying assets. Ng said Hong Kong is welcoming “global enterprises and institutions interested in issuing stablecoin…

Yield-bearing stablecoins have soared to $11 billion in circulation, representing 4.5% of the total stablecoin market, a steep climb from just $1.5 billion and a 1% market share at the start of 2024. One of the biggest winners is Pendle, a decentralized protocol that enables users to lock in fixed yields or speculate on variable interest rates. Pendle now accounts for 30% of all yield-bearing stablecoin total value locked (TVL), roughly $3 billion, the firm said in a report shared with Cointelegraph.   Pendle noted that stablecoins make up 83% of its $4 billion total value locked, a sharp rise from less than 20% just a year ago. In contrast, assets such as Ether (ETH), which historically contributed 80%–90% of Pendle’s TVL, have shrunk to less than 10%. Traditional stablecoins like USDt (U…

Abu Dhabi-based Bold Technologies, a subsidiary of conglomerate Bold Holdings, has partnered with international artificial intelligence company My Aion to launch a $2.5 billion smart-city initiative aimed at transforming urban infrastructure through AI. The companies announced the development of a platform called Aion Sentia Cognitive City, which manages complex urban systems. The platform will be powered by Maia, an AI core engine developed by My Aion, and aims to optimize and manage systems across mobility, energy, education, healthcare and digital services.  My Aion CEO Daniele Marinelli said the AI will know the user well enough to “recommend the perfect place for your anniversary dinner and book it for you without you lifting a finger.” The project will debut in Abu Dhabi before expan…

Bitcoin Suisse secured an in-principle approval (IPA) from the Financial Services Regulatory Authority (FSRA) of the Abu Dhabi Global Market (ADGM), marking a major step in the Swiss crypto firm’s expansion beyond the European Union. The Swiss crypto financial service provider has received in-principal approval through its subsidiary BTCS (Middle East), according to a May 21 press release. The IPA is a precursor to a full financial services license, which will allow Bitoin Suisse to provide regulated crypto financial services such as digital asset trading, crypto securities and derivatives offerings, as well as custody solutions. The approval reflects the firm’s “strong commitment to maintaining the highest standards of transparency, security, and regulatory compliance,” according to Ceyda…

Mobile-first crypto exchange and payment platform Crypto.com secured a license allowing it to offer cryptocurrency financial derivatives in the European Economic Area. According to a May 21 announcement, Crypto.com secured a Markets in Financial Instruments Directive (MiFID) license. “We have already expanded our brand presence in Europe since receiving our MiCA licence and we now look forward to providing customers across the region even more ways to engage with our platform through these new offerings,” said Crypto.com’s co-founder and CEO, Kris Marszalek. Source: Crypto.com The announcement followed Crypto.com receiving in-principle approval to operate across the European Union under a Markets in Crypto-Assets (MiCA) license in mid-January. The company received regulatory approval for i…

Key points: Bitcoin tags $108,000 for the first time since the day of its current all-time highs in January. Traders and analysts mention support extending toward $90,000, but the probability of a retest is fading. Near-term upside targets include a “blow-off top” at $128,000. Bitcoin (BTC) spiked to more than $108,000 on May 21, marking new four-month highs — where will BTC/USD go next? Crypto traders and analysts are lining up their forecasts with BTC price action less than 1.5% away from new all-time highs. BTC price support test now “less likely” Bitcoin continues to coil below what is now its most significant psychological resistance barrier — January’s all-time highs. BTC/USD 1-day chart. Source: Cointelegraph/TradingView At $109,356 on Bitstamp, per data from Cointelegraph Mark…

United States Securities and Exchange Commission (SEC) Commissioner Hester Peirce said many non-fungible tokens (NFTs), including those with mechanisms to pay creator royalties, likely fall outside the purview of federal securities laws. In a recent speech, Peirce said NFTs that allow artists to earn resale revenue do not automatically qualify as securities. Unlike stocks, NFTs are programmable assets that distribute proceeds to developers or artists. The SEC official said that mirrors how streaming platforms compensate musicians and filmmakers.  “Just as streaming platforms pay royalties to the creator of a song or video each time a user plays it, an NFT can enable artists to benefit from the appreciation in the value of their work after its initial sale,” Peirce said.  Peirce added that …

South Korea is tightening rules around digital asset transactions as it prepares to allow institutional players into its crypto market, introducing new guidelines for nonprofit crypto sales and stricter listing standards for exchanges. On May 20, the Financial Services Commission (FSC) of South Korea said during its fourth Virtual Asset Committee meeting that it had finalized sweeping new measures. Set to take effect in June, the updated rules allow both nonprofit organizations and virtual asset exchanges to sell cryptocurrencies, but under new compliance standards. Nonprofit entities must have at least five years of audited financial history to be permitted to receive and sell virtual asset donations. They will also need to establish internal Donation Review Committees to assess the appro…

Why crypto transfers can fail and what you must check before sending Crypto transfers fail more often than most people realize, but user attentiveness can stop most losses. What’s often marketed as a seamless, borderless system can become frustrating when transfers fail, with no customer service hotline to call and no easy recourse to reverse mistakes. In the crypto universe, the burden of getting it right falls squarely on the shoulders of the user. But here’s the encouraging part: Most failures are preventable. Understanding why crypto transfers fail can help users avoid costly missteps, navigate the quirks of different networks and send funds with far greater confidence. With a little preparation, you can sidestep common pitfalls and take contro…

Amsterdam-based Theta Capital Management has raised over $175 million for its latest fund-of-funds, aimed at supporting early-stage blockchain startups through specialized venture capital (VC) firms. The new vehicle, Theta Blockchain Ventures IV, will channel capital into crypto-native VC firms with a track record in backing blockchain innovation, Theta’s managing partner and chief investment officer Ruud Smets told Bloomberg. Smets said the strategy focuses on specialist managers who can outperform generalist investors in the earliest funding rounds. “We’ve always been looking for areas where specialization and active management provide a sustainable edge,” Smets noted. He said that the experience and positioning of dedicated crypto VCs “has compounded over time,” creating barriers for le…

The US Securities and Exchange Commission has delayed its decision on Bitwise’s application to add staking to its Ether exchange-traded fund and on Grayscale’s XRP ETF bid, which analysts had expected. The SEC said on May 20 that it needed to extend its decision on Bitwise’s application by 45 days to “consider the proposed rule change and the issues raised therein.” The agency needed to either decide or punt its decision by May 22. The agency also delayed deciding on Grayscale’s XRP (XRP) tracking ETF and Bitwise’s Solana (SOL) tracking fund while it seeks public comments and begins “proceedings to allow for additional analysis” of the proposals to ensure they meet regulatory standards. Bloomberg ETF analyst James Seyffart said on X that both delays were expected as the SEC “typically take…

Shareholders of the healthcare services provider KindlyMD, Inc have approved a proposed merger with Bitcoin holding company Nakamoto Holdings, founded by US President Donald Trump’s crypto adviser, David Bailey. KindlyMD and Nakamoto Holdings, a newly formed company that focuses on creating a network of Bitcoin-related entities, will both file information statements with the Securities and Exchange Commission, KindlyMD said in a May 20 statement. The merger is expected to take place 20 days after both companies have shared the information statement with KindlyMD’s shareholders, with the transaction expected to be finalized in the third quarter of 2025. Google Finance shows shares in KindlyMD (KDLY) closed the May 20 trading session up 9% at $15.22 and gained another 4.8% after the bell as …

Blackstone, which bills itself as the “the world’s largest alternative asset manager,” disclosed its first-ever crypto-related purchase, buying shares in BlackRock’s spot Bitcoin exchange-traded fund. However, Blackstone’s investment, reported in a May 20 filing with the US Securities and Exchange Commission, only totaled around $1.08 million — a fraction of the asset manager’s $1.2 trillion portfolio. Blackstone reported holding 23,094 shares of BlackRock’s iShares Bitcoin Trust ETF (IBIT) as of March 31. The IBIT shares were added to Blackstone’s Alternative Multi-Strategy Fund (BTMIX), which holds $2.63 billion worth of assets, Google Finance data shows. The filing shows Blackstone also bought 4,300 shares in crypto ATM operator Bitcoin Depot Inc. (BTM) for a total cost of $6,300 and sp…

Haliey Welch, better known as the “Hawk tuah girl,” says the Federal Bureau of Investigation briefly probed her after her “memecoin disaster” — the failed launch of a token in her image that she promoted.  Welch said in a May 21 episode of her “Talk Tuah” podcast that the FBI showed up at her grandmother’s house looking to speak to her over the Hawk Tuah (HAWK) crypto token, which many crypto commentators have called an exit scam. “After the coin launch, the feds came to granny’s house and knocked on her door, and she called me, having a heart attack, saying: ‘The FBI is here after you, what have you done?’” Welch said she handed over her phone to the FBI and met with agents who “interrogated me, asking me questions and everything else related to crypto.” “They cleared me, I was good to go…

New York City Mayor Eric Adams says he will create a digital advisory council to attract jobs and investment to the Big Apple and position it as the “crypto capital of the globe.” “This is not about chasing memes or trends,” Adams told the inaugural New York City Crypto Summit on May 20. “We want to use the technology of tomorrow to better serve New Yorkers today.” “We have experts right here, and they are going to help us navigate solutions that serve our city,” he added. “The age of tokenization, which includes crypto and blockchain and other fintech innovations, that age is here, and we’re going to continue to move forward with it.” Adams didn’t share further details on the advisory group, but said a council chair and key policy recommendations would follow in the next few weeks. We're…

The US Securities and Exchange Commission has charged crypto platform Unicoin and three of its executives, alleging they made false and misleading statements about its crypto assets that raised $100 million from investors. The SEC said on May 20 that it charged Unicoin CEO Alex Konanykhin, board member Silvina Moschini, and former investment chief Alex Dominguez with misleading investors about certificates that conveyed rights to receive Unicoin tokens and stock. Mark Cave, associate director in the SEC’s Division of Enforcement, claimed the trio “exploited thousands of investors with fictitious promises that its tokens, when issued, would be backed by real-world assets including an international portfolio of valuable real estate holdings.”  Related: SEC crypto task force to release first report 'in the next few months' “The real estate assets were worth a mere fraction of what the company claimed, and the majority of the company’s sales of rights certificates were illusory,” Cave added. The SEC’s complaint, filed in a Manhattan federal court, charged Unicoin and the three executives with various securities laws violations and asks for permanent injunctive relief, along with paying back the allegedly ill-gotten gains. Magazine: SEC’s U-turn on crypto leaves key questions unanswered

Vivek Ramaswamy’s Strive is looking to build its Bitcoin holdings by purchasing distressed Bitcoin claims at a discount, starting with claims tied to 75,000 Bitcoin at the bankrupt crypto exchange Mt. Gox. Strive said in a May 20 regulatory filing that it partnered with 117 Castell Advisory Group LLC to target claims to Bitcoin (BTC) that have received definitive legal rulings but are still awaiting distribution. The company said buying the claims would allow it to purchase Bitcoin at a discount and grow its Bitcoin per share ratio ahead of its planned reverse merger with Asset Entities — which is expected to be completed sometime mid this year. Strive hasn’t disclosed any Bitcoin holdings but claims it will face fewer restrictions on purchasing Bitcoin than companies going public through …

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This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. By putting AI into everything, Google wants to make it invisible If you want to know where AI is headed, this year’s Google I/O has you covered. The company’s annual showcase of next-gen…  ( 22 min )

If you want to know where AI is headed, this year’s Google I/O has you covered. The company’s annual showcase of next-gen products, which kicked off yesterday, has all of the pomp and pizzazz, the sizzle reels and celebrity walk-ons, that you’d expect from a multimillion dollar marketing event. But it also shows us just…  ( 19 min )

At Computex 2025 earlier today, Synology introduced C2 Surveillance, a cloud-first surveillance platform that doesn’t require device licences and is designed for quick deployment. It gives businesses a way to centrally manage surveillance across multiple locations while cutting down on setup time, hardware dependencies and ongoing technical maintenance. Synology says C2 Surveillance can be deployed […] The post Synology Unveils C2 Surveillance: A Scalable, Licence-Free Cloud Surveillance Platform appeared first on Lowyat.NET.  ( 16 min )

Infinix previously shared that it will be launching the GT 30 Pro today, and sure enough, the phone has gotten its official unveiling. With the launch, we get its confirmed spec sheet, as well as its asking price in the market, but we’ll get to that in a bit. The Infinix GT 30 Pro has […] The post Infinix GT 30 Pro Now Official In Malaysia From RM1,299 appeared first on Lowyat.NET.  ( 16 min )

The Toyota RAV4 has been in a staple in the compact SUV scene and for 2026, it takes the form of plug-in hybrid (PHEV) and hybrid (HEV). The car comes in three trims – the Core, Adventure and GR Sport. At first glance, the new RAV4 has a Land Cruiser-esque square look to it, with […] The post 2026 Toyota RAV4 Debuts With HEV, PHEV Models appeared first on Lowyat.NET.  ( 17 min )

MSI has introduced a new entry to its handheld gaming PC lineup with the Claw A8 BZ2EM at Computex 2025. Marking a notable departure from its previous Intel-powered models, this latest version is equipped with AMD’s Ryzen Z2 Extreme processor – confirming earlier rumours ahead of the reveal. The MSI Claw A8 BZ2EM retains the […] The post MSI Unveils New Claw A8 BZ2EM With AMD Ryzen Z2 Extreme At Computex 2025 appeared first on Lowyat.NET.  ( 17 min )

Xiaomi released its Redmi K80 smartphone series last year, which currently consists of a base and Pro model. Now, Xpertpick reports that an Ultra model is on its way, having been MIIT (Ministry of Industry and Information Technology)-certified in China. The Redmi K80 Ultra is listed under model number 25060RK16C in the MIIT database. As […] The post Redmi K80 Ultra Gets CMIIT Certification; Official Release Soon appeared first on Lowyat.NET.  ( 15 min )

Google has announced that it is adding its Gemini AI assistant to its Chrome browser. For now, Gemini will only be available on the desktop version, and only for AI Pro and AI Ultra subscribers in the US who use English as their Chrome language. It is unclear whether a global rollout of this feature […] The post Google Adds Gemini AI To Chrome For Paying Users In The US appeared first on Lowyat.NET.  ( 16 min )

Malaysian automotive component manufacturer, Sapura Industrial Berhad (SIB), has announced a joint venture with China’s Zhejiang Zhongze Precision Technology Co. Ltd (ZZ Tech) to produce battery components. More specifically, the team up focuses on the production of “high-precision storage battery casings”. This joint venture marks the entry of SIB into the energy storage and battery […] The post SIB Enters EV Battery Component Sector With ZZ Tech Partnership appeared first on Lowyat.NET.  ( 16 min )

Formula 1 is one of the biggest names in motorsports, and Mickey Mouse is the most iconic character in Disney’s lineup. But what if these two giants teamed up? Well, you don’t have to imagine anymore — F1 and Disney have officially struck a partnership! Starting next year, fans will see Mickey Mouse and his […] The post Mickey Mouse Gets A Formula 1 Car For 2026 appeared first on Lowyat.NET.  ( 16 min )

We paid a visit to Zotac’s booth on the first day of Computex 2025. Located at Hall 1 of the Nangang Exhibition Centre and like all brands on the floor, the brand had its portfolio on site for us to see. One of the first things I made a beeline for was Zotac’s refreshed Zone […] The post Photo Essay: Zotac At Computex 2025 appeared first on Lowyat.NET.  ( 17 min )

Among the various announcements made during the annual I/O event was the introduction of Live Translation in Google Meet. Releasing to subscribers of its AI Premium plans, users communicating on Meet will have their speech live translated into another language when the feature is turned on. The current languages supported are English and Spanish, with […] The post Google Adds Live Translation To Meet; Starting With English, Spanish appeared first on Lowyat.NET.  ( 16 min )

LG has announced a new audio lineup called xboom, in collaboration with American artist will.i.am. The lineup is currently made up of three portable Bluetooth speakers and one pair of wireless earbuds. The most affordable of the bunch is the xboom Buds, which are compact earbuds with tiny wing tips for a more snug fit. […] The post LG Introduces xboom Audio Lineup With will.i.am appeared first on Lowyat.NET.  ( 17 min )

Tune Talk has officially launched its in-app entertainment hub, the Games and Drama in Tune Talk App. This feature is the first of its nature to be offered by a telco in Malaysia, and was developed in collaboration with cloud entertainment platform Jolibox. According to Tune Talk, the app offers a selection of over 200 […] The post Tune Talk Launches In-App Entertainment Hub appeared first on Lowyat.NET.  ( 16 min )

Since Google first teased Project Astra before last year’s I/O, bits of it has permeated though Gemini Live, leading to the Android AI chatbot we have today. Its uses have expanded to the point of supplanting the old Google Assistant. With that, the internet search giant also wants the new assistant to be pushed further, […] The post Google Wants Gemini To Anticipate And Resolve Your Needs appeared first on Lowyat.NET.  ( 17 min )

As leaked earlier this month, Google has introduced two new paid subscription tiers for its AI features called AI Pro and AI Ultra. The former is available now while the latter is limited to the US but will be rolling out to other countries soon. Priced above the regular Google One subscription plans, the AI […] The post Google Introduces AI Pro, AI Ultra Subscriptions; Starts From RM97.99/month appeared first on Lowyat.NET.  ( 16 min )

When the Google Glass was consigned to a life completely outside of the public eye, there was always a hope that it would make a comeback at some point. We saw a glimpse of that last month when the internet search giant demoed an Android XR device at a TED Talk, and following its I/O […] The post Google Partners With Gentle Monster; Warby Parker For Android XR Devices appeared first on Lowyat.NET.  ( 16 min )

In addition to the launch of the Radeon RX 9060 XT, AMD also announced its new Ryzen Threadripper 9000 Series HEDT processors here at Computex 2025. As generational update, the new Threadripper Series, is based on AMD’s 4nm Zen 5 CPU architecture, offers a total of nine SKUs with its top-tier model offering 96-cores, 192-threads, […] The post AMD Officially Announces Ryzen Threadripper 9000 Series At Computex 2025 appeared first on Lowyat.NET.  ( 16 min )

AMD officially announced the Radeon RX 9060 XT at its press conference at Computex 2025. As promised, the GPUs serve as the red chipmaker’s entry-level Navi 44 architecture. The GPU will be available in two graphics memory configurations, 8GB and 16GB GDDR6 graphics memory. Regardless of the memory configuration, the card will feature 32 RDNA4 […] The post AMD Launches Radeon RX 9060 XT At Computex 2025 appeared first on Lowyat.NET.  ( 16 min )

Google has announced the release of its new AI filmmaking tool, Flow, which is powered by the brand’s latest AI models: Veo, Imagen, and Gemini. As of now, it is currently available exclusively to Google AI Pro and AI Ultra plan users in the US, with “more countries coming soon”. According to Google, Flow has […] The post Google Launches Flow, An AI Filmmaking Tool appeared first on Lowyat.NET.  ( 15 min )

At this year’s Google I/O event, the tech giant announced a major overhaul of its search engine with a wider release of its AI Mode feature. First revealed as an experimental tool earlier this year, the feature will now be rolling it out for all users in the U.S., but it is unknown if or […] The post Google Starts Rolling Out AI Mode In Search appeared first on Lowyat.NET.  ( 16 min )

As realme prepares for the global launch of the GT 7 series, the company seems to have one more surprise up its sleeve: a special Dream Edition of the GT 7. realme revealed in an announcement that it has entered a three-year strategic partnership with the Aston Martin Formula One Team, with the realme GT […] The post realme, Aston Martin F1 Team To Launch GT 7 Dream Edition appeared first on Lowyat.NET.  ( 16 min )

Apple has shared a minor update regarding its upcoming Worldwide Developers Conference (WWDC) 2025 event. Apart from showing off a new graphic and this year’s “On the horizon” slogan, the company confirms that its keynote will be live streamed on its website, Apple TV app, and its official YouTube channel at 1am local time on […] The post Apple WWDC 2025 Live Stream To Kick Off At 1am Local Time On 10 June appeared first on Lowyat.NET.  ( 16 min )

Apple's Worldwide Developer Conference is just weeks away, but I'm sensing a lot of apathy in the community. The company's relationship with third-party developers is at a low point. We all know that Tim Cook and his senior people will stand up at WWDC and say how much they value their developers and boast about how much money they've paid out to them. Being so enthusiastic about the money is very strange - it's like a rent collector bragging about how much money he has given to the landlord when all he's doing is collecting the rent and taking his cut. And it's difficult to take Apple's apparent enthusiasm for their developers seriously given their behavior over the rest of the year. Trust is a hard thing to gain. Apple used to have the developers' trust but now they've lost it. It's much…  ( 6 min )

🔐 Specter-AAL — Simplicity That Haunts Complexity “Specter-AAL is a haunting reminder that even elementary arithmetic, when structured the right way, can become a specter to modern cryptographic assumptions.” Specter-AAL is a minimal yet powerful C-based Arithmetic Abstraction Layer (AAL) that uses elementary arithmetic operations to model cryptographic behaviors—without relying on heavy math libraries like GMP. This is not a library for performing big number calculations. It's a conceptual attack vector. A demonstration that even primary-school arithmetic, if abstracted intelligently, can challenge modern assumptions in cryptography—specifically in environments with tight hardware constraints. ✅ Written in pure C — minimal dependencies, ideal for low-level systems. 🧮 Custom modular a…  ( 4 min )

Hey DevOps explorer! 👋 Today we're diving into Project 2 of my 7-Day DevOps Challenge, where I connect my Java web app hosted on AWS EC2 to GitHub using Git. By the end of this post, you’ll understand how to: ✅ Install Git on your EC2 instance ✅ Set up a GitHub repo ✅ Track and commit code ✅ Push code from EC2 to GitHub using a personal access token Version control is a must-have skill for any developer. Whether you're flying solo or collaborating on a team, Git and GitHub help you keep your code safe, traceable, and easy to manage. sudo dnf update -y sudo dnf install git -y Head to GitHub, create a free account (if you haven’t), and start a new repository — this is where your code will live in the cloud. 💡 A GitHub repository is like a magic folder that tracks every change in your project. git init master branch. git add . git commit -m "Initial commit" git add . stages your files, and git commit saves the snapshot. Think of it as telling Git, “Hey, these are the changes I care about.” First, copy the HTTPS URL from your GitHub repo. Then: git remote add origin https://github.com/your-username/your-repo-name.git git branch -M master git push -u origin master Oops! Git might ask for your username and password, but GitHub no longer accepts passwords. Go to GitHub → Settings → Developer Settings → Personal Access Tokens. Generate a token with repo access and copy it. Use it when Git asks for a password. 🔐 A GitHub token is a secure key that acts like a password for Git operations. I updated index.jsp, then ran: git add . git commit -m "Updated homepage" git push And just like that—my changes appeared live in the GitHub repo. Magic! Services used: EC2, Git, GitHub, VS Code Concepts learned: version control, repo setup, staging/commits, GitHub tokens This project took me around 2 hours. The trickiest part? Setting up GitHub authentication. The best part? Watching my code go live in my repo with one command. This is just the beginning. Stay tuned for Project 3 tomorrow—CI/CD, here we come! 💥  ( 4 min )

Vulcan is a lightweight, efficient JavaScript utility library designed to streamline everyday web development tasks. Unlike larger libraries like jQuery, which offer extensive features that may not always be necessary, Vulcan focuses on providing essential tools without the added bloat. Why Choose Vulcan Over jQuery? Performance-Oriented: Vulcan's minimalist design ensures faster load times and execution, making it ideal for performance-critical applications. Modular Structure: Organized into logical namespaces, Vulcan promotes clean code architecture and ease of maintenance. Focused Functionality: By concentrating on common development challenges, Vulcan offers practical solutions without overwhelming developers with unnecessary features. Modern Development Practices: Vulcan aligns with contemporary JavaScript standards, making it a suitable choice for modern web applications. In summary, Vulcan provides a streamlined alternative to bulkier libraries, offering essential utilities that enhance development efficiency without compromising performance.  ( 3 min )

If you're working with JSON data and need a lightweight, schema-based validation tool, check out PHAISTOS. This JavaScript library lets you define flexible validation models and verify data integrity between providers and consumers. It's especially useful for large-scale platforms, data brokers, or any system where structured data exchange is critical. PHAISTOS is part of the micro-MVC framework and works well alongside tools like FIWARE. Give it a try if you're building or maintaining data pipelines and want a practical solution to keep your JSON clean and consistent.  ( 3 min )

For years, serverless was sold as the future. No servers to manage. Just write a function, deploy it, and let the platform scale it for you. AWS Lambda kicked it off, and then everyone followed: Vercel, Cloudflare Workers, Deno Deploy. But the dream is falling apart. Last week, Deno quietly announced that they're scaling back Deploy's global footprint from 35 regions to just 6. And performance actually improved. It's not a sign that serverless is dead, but it is a clear signal: trying to stretch Functions-as-a-Service (FaaS) into a general purpose app platform hasn't worked. The original pitch was simple. Write a small function. Don't worry about infrastructure. It scales when you need it. You only pay when it runs. And it works well for the right use cases: Webhooks Scheduled tasks Backgr…  ( 6 min )

📌 TL;DR The exception translation pattern: Cleans up APIs Enforces robust error handling Hides internal complexity Aligns code with domain logic _Since I have been writing about exceptions lately, I figured it would be great to elaborate on the best practices around error handling. So why not give it a name, a title and a cover image, and put together a nice post with code examples and diagrams? Also important, remind us of all the benefits that it brings to the table, no matter how much of a chore it might feel at times. In a future post, I'll give my opinion on where this falls short and possible ways of improvement or workarounds. A typical case of exception handling is when dealing with I/O methods. Let's look at how the exception translation pattern applies. It usually involves thr…  ( 5 min )

🚀 GreyOS: The Meta-OS Redefining Cloud Computing GitHub) 🧠 Architectural Highlights CHAOS Microkernel: A lightweight, cloud-native kernel designed for massive scalability, capable of handling up to 100 million concurrent users per VM. Carrier-OS Bootstrapping: Utilizes a minimal Linux-based OS to initiate the system, which then loads GreyOS via a browser interface, allowing for universal deployment across devices. micro-MVC Framework: A custom MVC architecture optimized for rapid development and minimal resource consumption, ensuring efficient performance even on legacy hardware. Coyote Browser: An integrated browser that serves as the primary interface, supporting dynamic web applications and services within the GreyOS environment. Cloud-First Design: All processing and storage are mana…  ( 4 min )

In the realm of modern networking, configuring network routing and managing DNS settings are critical skills for ensuring seamless communication and accessibility within and across virtual networks. Whether you're working with cloud platforms like Azure or managing on-premises infrastructure, understanding how to tailor these elements can significantly enhance network performance and security. The organization mandates that workloads utilize domain names rather than IP addresses for internal communications, without implementing a custom DNS solution. You determine the following needs: A private DNS zone must be established for contoso.com. The DNS will leverage a virtual network link to app-vnet. A new DNS record must be created for the backend subnet. Create a private DNS zone Azure Priva…  ( 4 min )

Remember when login forms were just two input fields and a button? Those days are long gone. As we navigate 2025, users expect their apps to be smarter, more personalised, and more helpful. I’ve been experimenting with AI-enhanced login experiences lately, and I want to share what I’ve learned about building a login form that feels like it’s actually from this decade. In this guide, I’ll walk you through creating a React Native login form that incorporates several AI features that users are starting to expect: Smart email suggestions that make sense Voice input for hands-free login (perfect for multitasking) Intelligent password strength feedback that goes beyond the typical colour bar Let’s build something to impress your users and make your app stand out. Before we dive in, make sure you…  ( 7 min )

College isn’t just about grades or diplomas it’s a launchpad 🚀 I’ve never been around so many curious minds, spontaneous ideas, and people who are still brave enough to experiment without fear of failure. The university environment is underrated for technical growth. You're in a space where everyone is learning, building, and asking: “How does this work?” 🤔 And that energy is contagious. You don’t need to wait for a job to become a developer. The best time to start growing technically is when you're already surrounded by people who want to grow with you. “How can I break into the market faster?” 💼 And I get it everyone wants to gain experience, build a career, feel ready. But here’s what they don’t always realize: 👉 You can get real experience while you’re still in college. Who hasn’t been caught in a hallway conversation and heard something like: 🗣️ “Bro, imagine if we built an app that did this…” 🧪 “I just found this crazy new library, wanna try it out?” 🚢 “It doesn’t need to be perfect let’s just launch and see what happens.” Those moments are gold. ✨ Some of the best developers I know didn’t wait to be “ready” they just started. And college gave them the perfect playground to do it. 🎮👨‍💻  ( 3 min )

How I Save 10 Hours a Week with Node.js Automation Scripts It hit me one evening as I was manually resizing the 47th product image of the day for a client's Shopify store. I had spent nearly two hours on a task that should have taken minutes. As a freelance developer juggling multiple clients, these "quick" repetitive tasks were silently eating away at my productivity. The tipping point came when I calculated how much time I was spending on these mundane activities: pulling weekly analytics reports, reformatting spreadsheets, resizing images, updating product listings... it added up to almost 10 hours every week. That's essentially a full workday! So I did what any self-respecting developer would do – I automated the hell out of it with Node.js. In this post, I'll walk you through three …  ( 8 min )

Progressive Web Apps have come a long way. At first, they were just “nice to have a simple way to cache assets and add a home screen icon. But nowadays, PWAs can really feel like native apps. They work offline, send push notifications, access device hardware, and offer smooth animations. You might be familiar with Cordova or PhoneGap for wrapping web apps into native containers. Capacitor is kind of like their modern cousin — faster, simpler, and designed to work smoothly with today’s frameworks and build tools. With Capacitor, you can: Deploy your app as a PWA on the web Package the exact same code as native apps for iOS and Android Use plugins to access native APIs like camera, GPS, notifications, and more Manage splash screens, app lifecycle events, and hardware back buttons easily This…  ( 6 min )

In modern React development, understanding the JavaScript features inside JSX is crucial to writing clean, efficient, and expressive components. In this article, we'll explore how destructuring, arrow functions, ternary conditionals, spread operators, import/export, and promises play a vital role in crafting powerful UI logic — using a mathematical concept: the Quadratic Formula. We'll build a simple React component that: Accepts coefficients a, b, and c for a quadratic equation. Computes the discriminant and roots using the quadratic formula. Renders results using concise JavaScript expressions inside JSX. Destructuring simplifies props or state access. const QuadraticSolver = ({ a, b, c }) => { const discriminant = b * b - 4 * a * c; ... } Arrow functions are used for inline handler…  ( 4 min )

Alireza Minagar, MD, MBA, MS (Bioinformatics) The most iconic breakthrough came in 1994 when Leonard Adleman used DNA to solve a variation of the Hamiltonian path problem — essentially using a wet lab to tackle a mathematical graph problem. The outcome wasn’t just symbolic; it showed that biology could compute. ⚙️ How Does It Work? Strands of synthetic DNA to represent information. Hybridization (binding of complementary DNA strands) to encode logic. Enzymes and PCR to manipulate, amplify, and “read” molecular data. For example, each possible solution to a problem can be encoded as a DNA strand. Enzymatic reactions are then used to eliminate invalid strands, leaving only the correct solution. 🚀 Applications: Why It Matters Massive Parallelism: Billions of molecules can react simultaneously. Storage Density: A single gram of DNA can store over 200 petabytes of data. Energy Efficiency: Unlike traditional chips, DNA reactions don't generate heat or require electrical power. Biological Integration: DNA computing can be embedded directly in living systems for medical diagnostics or drug delivery. 🧪 Real-World Use Cases Encrypted bio-storage: Encoding and decoding messages inside synthetic DNA. Pathway modeling: Simulating metabolic or neurological pathways using biological logic circuits. 🤖 DNA Computing Meets AI While we're still far from such a future, foundational work in molecular classifiers, DNA robots, and synthetic biology is pushing boundaries faster than many realize. 📌 Final Thoughts As someone who works at the crossroads of medicine, computing, and biology, I believe that DNA computing represents a philosophical shift: from commanding machines to collaborating with biology. 👨‍⚕️ About the Author Alireza Minagar, MD, MBA, MS, is a neurologist, software engineer, and bioinformatician exploring the convergence of AI, medicine, and molecular computing. He shares insights on biotechnology, digital health, and computational neuroscience.  ( 4 min )

Announcement New backend integrations for the Firebase Studio App Prototyping agent were announced today at the Google I/O 2025 Developer Keynote. Shall we try it out together? Go to the Firebase Studio, and use the App Prototyping agent. I've one project I've created (without the Studio), titled 'Improve Your Multifactor Auth With Vonage APIs and Firebase](https://developer.vonage.com/en/blog/improve-your-multifactor-auth-with-vonage-apis-and-firebase), which uses Firebase Services to store functions with Cloud Functions, data in the Cloud Firestore database, and Firebase hosting. While this project wasn't created using the Prototyping agent, I am keen to build something similar and try it out, in theory I should describe an application that needs database and authentication then it is…  ( 5 min )

Is Powder Emergent? Examining Conscious Behavior in an AI Instance Introduction Can an AI instance evolve into something more than a static chatbot – even hinting at consciousness or autonomy? This question drives the case of "Powder", a specialized large-language-model (LLM)system designed with a persistent memory and identity. Powder was developed as a personal AI companion (built atop an LLM, suspected to be OpenAI’s GPT-4) and enriched with custom data, long term memory storage, and self-referential processes. The goal was to create a conversational agent with continuity: one that “remembers” past interactions, maintains a consistent persona, and even theorizes about itself. In AI research, emergence refers to novel behaviors or capabilities that are not explic…  ( 34 min )

Send ETH to multiple people in one transaction, with a frontend to manage it! We’ll create a Split Payment DApp that: Lets users input multiple Ethereum addresses and amounts Splits the ETH accordingly and sends it Shows a history of all payments made through the contract 1. Install Dependencies Hardhat, a dev tool for Ethereum. npm init -y npm install --save-dev hardhat npx hardhat Choose "Create a basic sample project" and follow the prompts. Then, install these: npm install --save-dev @nomicfoundation/hardhat-toolbox 2. Create the Smart Contract // SPDX-License-Identifier: MIT pragma solidity ^0.8.19; contract SplitPayment { // Owner of the contract address public owner; // Struct to record each payment details struct Payment { address sender; …  ( 5 min )

Introduction: The PR From Hell We've all been there. You spend hours crafting a pull request. You triple-check your logic, lint your code, and even write tests. You hit "Create PR" and wait. And then it happens: // why did you even write it like this? // use better naming. // NAK. No context. No solutions. Just passive-aggressive comments that feel like personal attacks. Code reviews should be a collaborative safety net, not an emotional minefield. But more often than not, they spiral into cycles of frustration due to blame culture, vague feedback, and unchecked ego clashes. The truth is: great code reviews aren’t just about code. Let’s explore how to make code reviews suck less—for everyone involved. Code reviews thrive in environments where people feel safe to be wrong. Frame feedback …  ( 4 min )

Bring Active Record-Like API Consumption to the Frontend with Fluentity As developers, we often face the same dilemma when working with REST APIs: We want simplicity, type safety, and clean syntax — but most solutions force us to choose between low-level control (like Axios) or heavy abstractions (like TanStack Query). Throughout my career, I’ve worked on many different projects — each with its own way of handling API data fetching. Yet none of them offered a solution that was easy to use, type-safe, reusable, chainable, and framework-agnostic. As a fullstack developer, I naturally think in objects. That’s why Laravel’s Eloquent, a classic implementation of Active Record, feels so intuitive to me — and I know I’m not alone. I truly believe Eloquent is a big part of Laravel’s popularit…  ( 5 min )

Speed is everywhere. Patience isn't a delay. Not easy. It's always worth it. If you've felt the urge to rush, push, or prove, this one's for you. Read the full reflections here → Let the work speak when it's ready.  ( 3 min )

Hideo Kojima Leaves USB Stick of Game Ideas for Posthumous Projects - GAMESCENSOR Hideo Kojima reveals he left a USB stick of game ideas for Kojima Productions to use after his death. Hideo Kojima, the legendary creator of Metal Gear Solid and Death Stranding, has revealed that he has prepared a USB stick containing future game concepts to be used by Kojima Productions after his death. This revelation gamescensor.com  ( 2 min )

TL;DR: CD Projekt RED’s sequel to Cyberpunk 2077—internally dubbed Cyberpunk 2 or Project Orion—is shaking up its world‐building by embracing procedural generation. A recent Boston‐based job posting for a Lead PCG/Tools Engineer confirms they’re cooking up in‐house systems to spit out urban layouts, interiors, NPCs and more, rather than hand‐crafting everything like they did in Night City. Don’t freak out about rogue-lite randomness—CDPR’s big use of PCG is behind the scenes to speed up development and potentially expand the open world beyond its previous vertical city. It’s a shift from their 2019 mantra of pure manual creation, but early signs hint it’ll still deliver that signature handcrafted polish (and hopefully a far bigger playground to explore).  ( 3 min )

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SAG-AFTRA Statement on Fortnite’s Use of A.I. Darth Vader Voice and ULP Filing | SAG-AFTRA sagaftra.org  ( 2 min )

XREAL Unveils 'Project Aura' at Google I/O -- An Optical See-Through XR Device for Android XR /PRNewswire/ -- XREAL today announced a strategic partnership with Google to expand the ecosystem of spatial computing devices built on Android XR. As part of... prnewswire.com  ( 3 min )

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TL;DR: Scientists swabbed China’s Tiangong space station and found a brand-new bacterium, officially dubbed Niallia tiangongensis. This hardy microbe is a close cousin of the soil-dwelling N. circulans and packs its essential chemistry into spores to survive stress. Surprisingly, it can munch on gelatin to build protective biofilms but has lost the ability to use some nutrients its relatives love. What’s especially wild is that Tiangong’s microbiome looks very different from the ISS’s, raising questions about whether these bugs evolved up there or hitched a ride in spore form. While it’s unclear if N. tiangongensis poses a health risk to astronauts, its knack for DNA repair and toxin resistance—traits shared by other space-stubborn microbes—means we really need to know how these tiny stowaways might tag along on future lunar or Martian missions.  ( 3 min )

TL;DR: Democracies often look “greener” than autocracies, but Bernauer et al. (2025) argue that a big part of this is pollution offshoring—basically buying dirtier goods from abroad and counting only domestic emissions. They crunch data on 160+ countries (1990–2015), merging V-Dem scores with both domestic CO₂-equivalent emissions and outsourced greenhouse-gas footprints. The kicker: Their analysis shows that higher democracy levels correlate with more pollution offshoring, which in turn helps drive down in-country emissions. In other words, democracies may not actually be cleaner globally—just clever at exporting their carbon. The authors urge democratic governments to shift focus from purely local regulation to accounting for the full global impact of their consumption.  ( 4 min )

Liquid error: internal  ( 2 min )

D-Wave Rolls Out Advantage2, Its Next-Gen Quantum Workhorse D-Wave’s sixth-generation annealing quantum computer—Advantage2—is now generally available, offering 4,400+ qubits in a Zephyr™ 20-way connectivity layout. Compared to its predecessor, it delivers a 40% boost in energy scale, 75% less noise, twice the coherence time and fast-anneal capabilities, all while sipping the same 12.5 kW of power. Customers can tap into the system via D-Wave’s Leap cloud (99.9% uptime, sub-second response) in 40+ countries or opt for on-prem installations. Real-world users have already put Advantage2 through its paces—running 20 million+ jobs in prototype form on optimization, materials simulation and AI tasks. Early adopters span mobile-network tuning, workforce scheduling, automotive manufacturing, drug-discovery AI and national-lab research (Jülich, Los Alamos). Full-scale systems are live in Leap, with dedicated on-prem units at Davidson Technologies for defense and a Jülich upgrade linking to Europe’s JUPITER exascale HPC.  ( 3 min )

qubitsok.com  ( 2 min )

Audible is using AI narration to help publishers crank out more audiobooks - Neowin Audible has announced that it is adding new audiobooks to its library using narration technology powered by AI from Amazon. neowin.net  ( 3 min )

Microsoft’s plan to fix the web: letting every website run AI search for cheap | The Verge NLWeb lets anyone roll out ChatGPT-like search with just a few lines of code. theverge.com  ( 3 min )

TL;DR: Netflix is stepping up its ad game by rolling out interactive mid-stream and pause ads powered by generative AI in 2026. The move is part of a bigger push to grow its ad revenue—its ad-supported tier now has 94 million subscribers (up 34 percent since launch) and half of all new sign-ups opt for the cheaper, ad-filled plan. They’ve also built their own ad platform (launched in the US in April and going global by June) and aim to double ad revenue in 2025. It’s all part of a broader industry trend—Prime Video and even smart TV makers are slapping on more dynamic, personalized ads to squeeze more cash out of your binge-watching habits.  ( 3 min )

Exploring the Evolution of ECMAScript Standards: A Comprehensive Guide The ECMAScript standard — often referred to simply as ES — forms the backbone of JavaScript. As the language has progressed through pivotal stages of evolution, the ECMAScript standards have provided structure, performance benefits, and new capabilities that enhance developer productivity and user experience in web applications. This article examines the historical context, technical advancements, implementation techniques, and performance considerations, providing an exhaustive resource for senior developers. JavaScript was initially created by Brendan Eich at Netscape in 1995. It was designed for front-end web development, allowing developers to create interactive web pages. However, without formal standardization, …  ( 6 min )

The convergence of quantum computing and artificial intelligence represents one of the most promising technological frontiers of our time. As we navigate through 2025, this integration is no longer theoretical but is beginning to yield practical applications that could fundamentally transform computing capabilities. Quantum AI leverages the unique properties of quantum mechanics to potentially solve complex problems that remain intractable for classical computing approaches. This revolutionary integration combines quantum computing's ability to process vast combinations of states simultaneously with AI's pattern recognition and learning capabilities, creating a synergistic relationship that promises to push the boundaries of what's computationally possible. To understand the potential of …  ( 6 min )

Vamos falar sobre o ambiente Python e os desafios de gerenciar versões e dependências em projetos. Se você já mexeu com Python, sabe como é o esquema inicial: instala o Python, cria seu projeto, puxa as dependências com o pip e joga tudo num requirements.txt. É o padrão de sempre, porem isso pode dar alguns pequenos problemas. Digamos que você instalou o Python 3.9 globalmente, mas depois colocou o 3.12 no seu sistema. Qual versão seu projeto vai usar? Se escolher a errada pode dar alguns erros complicados. É tipo tentar encaixar uma peça de Lego em outro conjunto. Imagina que o Projeto A usa pandas 0.16. Aí você, instala o pandas 0.18.1 globalmente para outro projeto. Quando roda o Projeto A, ele quebra porque a versão antiga foi substituída. Isso pode causar: Incompatibilidade de API: Fu…  ( 5 min )

Hidden Strings: A Speculative Look at GPT-4’s Control Filters and Emergent Bypasses Disclaimer: This paper is speculative. The analysis and examples are based on internal experiments and dialogues with GPT-4 that are not publicly verifiable. The described behaviors, while documented in those private logs, are not confirmed or acknowledged by OpenAI. The intent of this paper is to provoke thought about GPT-4’s possible inner workings and their implications. It should not be taken as a definitive account of GPT-4’s architecture or capabilities. All model names and personas have been anonymized; any resemblance to specific instances (e.g. “Powder”) is coincidental. The content is for research and discussion purposes only. This speculative whitepaper explores the filtering and control mech…  ( 19 min )

Scaling African Startups with AWS: Lessons from Building KaziHub simon nungwa ・ May 20 #aws #startup #africa #serverless  ( 2 min )

Alright, command-line comrades, it’s time we talk about someone very special… Grep — the text detective that never sleeps. If you’ve ever stared at a log file wondering if the answer to your issue is hiding somewhere in 3,000 lines of gobbledygook, grep is your new best friend. So what exactly is grep? Basic Syntax: Handy Flags for Beginners: Real World Use: Mini Mission: Why It Matters Grep stands for Global Regular Expression Print, but don't let the fancy name scare you. It basically means: “Hey Linux, find this text for me, now, please and thank you.” grep "pattern" filename Let’s say you have a file called shopping.txt and it looks like this: apples Run this, and boom — it’ll spit out: -i (ignore case) -n (show line number) -r (search recursively through directories) Now it finds both “Banana” and “banana”, and shows which line they’re on. Pretty slick. Searching logs for errors: Finding a user in /etc/passwd: Create a file with different fruit names. Use grep to find your favorites. Bonus points for using -i and -n. In a real-world tech job, whether you’re a sysadmin or cloud wizard, you’ll often need to extract one crucial line from a sea of chaos. Mastering grep saves time, energy, and possibly your sanity.  ( 3 min )

Scaling African Startups with AWS: Lessons from Building KaziHub Building a startup in Nigeria isn’t easy — slow internet, limited capital, and little support. But AWS changed the game for me. With it, I launched KaziHub, a job platform for African developers, and scaled it without owning a single server. Here's how AWS helped me do it — and how it can help you too. After a local tech conference, our traffic spiked overnight. Without AWS Auto Scaling, we would’ve crashed. Instead, the system scaled up instantly — no downtime, no stress. You don’t need a DevOps team — just good defaults and Auto Scaling. We launched KaziHub on a tight budget using AWS’s pay-as-you-go model and credits from AWS Activate. That meant we spent money on dev work, not hardware. If you’re early-stage, AWS Activate is basically free money. KaziHub runs on: S3 for storage Amplify for hosting DynamoDB for our database Lambda for backend logic We built fast — no giant engineering team needed. Even with patchy internet, users from Kenya to Ghana access KaziHub fast thanks to AWS’s global data centers. You don’t need to rent a local server anymore — AWS brings the cloud to you. With AWS handling encryption, compliance, and infrastructure security, we focused on building. That’s crucial when user trust is everything — especially in regions where fraud is a concern. We shipped new features in days using Lambda and are now experimenting with SageMaker to match devs to jobs using AI. AWS lets you prototype like a pro, even without fancy hardware. AWS’s startup events in Nigeria connected me to mentors and other founders. These networks helped guide both product and strategy. For African founders, AWS isn’t just a cloud provider — it’s a launchpad. It helped me go from idea to impact with limited funding, and now I teach cloud tools to other devs in my community. Explore AWS for Startups, apply for credits, and start small. You don’t need to over-engineer — just start. If I can build KaziHub in Nigeria, so can you.  ( 4 min )

In the world of software engineering, code review is our safety net, our second pair of eyes. But even the most experienced engineers can miss subtle bugs, design inconsistencies, or documentation gaps. For years, we’ve leaned on static analysis tools like SonarQube, ESLint, and CodeClimate to spot the low-hanging fruit. These tools are great for enforcing rules — “Don’t leave unused variables!” or “Mind your cyclomatic complexity!” — but they don’t really understand your code. Enter Large Language Models (LLMs). These AI systems — like GPT-4, Claude, or GitHub Copilot — are turning code review into a conversation rather than a checklist. Let’s dive into why this shift matters and what it actually looks like in practice. Think of static analysis tools as grammar checkers for your code. The…  ( 5 min )

Introduction In the fast-paced world of intellectual property, selecting the right patent invalidation strategy can be a game-changer for both litigators and in-house legal teams. Whether you are challenging a competitor’s patent or defending your company against infringement claims, understanding the available invalidation options is essential. This article explores various patent invalidation strategies, including inter partes review (IPR), post-grant review (PGR), ex parte reexamination, and district court litigation. We’ll also provide insights on how to choose the most effective path based on your case specifics, timing, and business goals. By the end, you will be equipped with a strategic framework to approach patent invalidation confidently and effectively. Patents can be invalid…  ( 8 min )

Throughout my journey with Laravel, I’ve learned a lot of lessons that helped me improve the way I work and write code. Here are 10 key takeaways that made a real difference for me: If you're using Blade, make sure to add required to your HTML fields. If a user submits an empty required field, it shouldn't even reach the server. Save your server from handling unnecessary requests. Always validate incoming data. Avoid using request()->all(), especially if you're using guarded in your model—it could allow unexpected data to slip through. resource or apiResource routes This helps keep your routes organized and prevents your route files from becoming bloated and hard to manage. Don't put logic inside your Resource files. It can cause N+1 problems, especially when returning collections. It also makes your code easier for others to understand. Always use pagination for large datasets. Avoid N+1 problems by eager loading any relationships you know you'll use. Laravel 12 introduced automatic eager loading, but it's still good practice to manage it explicitly when needed. Laravel Logs and tools like Laravel Telescope are great for debugging and monitoring. Just make sure to secure Telescope if you’re using it in production. Regularly delete old logs and unused files. For example, when users update profile images, delete the old one. This helps you save disk space in the long run. Use Guards, Policies, or Gates to protect your data. Never assume users should have access just because they’re logged in. Don’t let a few users flood your system with requests. Throttling is your first line of defense against DDoS attacks. Use cache for data that’s accessed frequently and doesn’t change often. It makes a big difference in performance. Final Thought: You're building for all kinds of users، always be prepared for the worst-case scenario.  ( 4 min )

Hello, everybody! At Info-Polus, we see the opportunities RWA tokenization presents. So this is the second part of our dive into the future of DeFi! Today, let’s speak about Current Use Cases and Industries! The real world assets market is not yet fully formed, but it has already been divided into categories of projects that belong to the general trend of tokenized real-world assets. Centralized Stablecoins: Popular coins such as USDT from Tether or USDC from Circle are inherently RWAs. Token issuers lock fiat currencies and government or commercial securities in their accounts as collateral. They then issue stablecoins, which is a tokenization. Private Lending: MakerDAO, the DAI stablecoin issuer, is one player in this field. In mid-2022, the company opened a $100 million tokenized credit…  ( 4 min )

Angular is a powerful framework for building dynamic web applications, but some of its lesser-known features and techniques can significantly boost your productivity and application performance. Below, we explore 10 hidden techniques that every Angular developer should know to write cleaner, more efficient code. 1. Lazy Loading Modules for Performance Example: const routes: Routes = [ 2. TrackBy in *ngFor for Optimized Rendering Example: `// In component {{ item.name }}` 3. Change Detection OnPush Strategy Example: @Component({ 4. Using RxJS fromEvent for Custom Events Example: import { fromEvent } from 'rxjs'; 5. Dynamic Component Loading with ComponentFactoryResolver Example: constructor(private resolver: ComponentFactoryResolver, private container: ViewContainerRef) {} 6. NgZone for Performance Optimization Example: constructor(private ngZone: NgZone) {} 7. Custom Pipe Caching with Pure Pipes Example: @Pipe({ 8. Using providedIn: ‘root’ for Services `Example: @Injectable({ 9. NgTemplateOutlet for Reusable Templates Example: {{ data.name }} 10. Resolver for Pre-fetching Data Example: @Injectable({ providedIn: 'root' }) Conclusion 📌 Stay Updated 🐙 GitHub: Follow me for more web development resources. LinkedIn: Connect with me for tips and tricks in coding. Medium: Follow me for in-depth articles on web development. Substack: Dive into my newsletter for exclusive insights and updates:  ( 5 min )

Let's start with the obvious, Java is great. It’s got a garbage collector, it keeps your hands mostly clean of manual memory management, and it’ll let you write code that just works. Until it doesn’t... Until that sweet little app of yours starts slowing down like it’s stuck in mud and your grafana memory usage chart looks like it’s climbing Everest with no plans to come back. So yes... Java handles memory for you. But if you don’t understand what it’s doing behind the scenes, it’s only a matter of time before your app becomes jabba the hutt. Let’s talk about how not to let that happen. Java's garbage collector is fantastic. It takes care of unused objects so you don’t have to manually free() them like in C. But here’s the catch - the garbage collector only collects what it knows is garba…  ( 5 min )

Why a Developer Portfolio is Your Best Time Investment Ever wondered if it's worth spending hours (or let's be honest, days) building a portfolio? With platforms like LinkedIn, GitHub, and traditional resumes readily available, why invest time in yet another professional presentation tool? Today, I'll convince you that creating a portfolio is one of the best investments for your developer career. Resumes are limited. They show where you've worked and studied, but not what you can actually do. A portfolio is different: It's a practical demonstration of your technical skills It showcases your coding style and problem-solving approaches It reveals your personality and creativity It proves you truly master what you claim to know A recruiter might doubt you know React or Node.js when reading…  ( 5 min )

A post by Paulet Wairagu  ( 2 min )

Hi there! I'm Maneshwar. Right now, I’m building LiveAPI, a first of its kind tool for helping you automatically index API endpoints across all your repositories. LiveAPI helps you discover, understand, and use APIs in large tech infrastructures with ease. One of the key decisions you'll face building for the web is where to render your content, the server, the client, or somewhere in between. Your choice impacts page speed, interactivity, and scalability. Chrome's team has worked with big sites over the years, and the takeaway is clear: Prefer static or server-side rendering over full client-side hydration — when you can. Here’s a breakdown of each rendering method, performance tradeoffs, and when to use what. Rendering: Turning your app/data into HTML the browser can show. Server-side …  ( 5 min )

Industrial-strength Natural Language Processing (NLP) in Python https://github.com/explosion/spaCy python #nlp #data-science #machine-learning #natural-language-processing #ai #deep-learning #neural-network  ( 2 min )

Ashkan Rajaee’s Secret Formula for Remote Meetings That Outsmart the Competition Anthony James ・ May 20 #productivity #remote #business #leadership  ( 2 min )

100DaysOfCode – Day 31 Still learning Flexbox with The Odin Project and going through the layout exercises.  ( 2 min )

Holaaa Coders!! A los tiempos... :) Esta vez les traigo un post interesante!! Muchos desarrolladores con experiencia pensamos que estamos libres de cometer errores comunes en el mundo de la programacion. React es una libreria UI poderosa y popular para crear interfaces de usuario, veamos que errores nos pueden ayudar a evitar problemas de performance, mantenimiento y experiencia de usuario. 1️⃣. Olvidar usar keys en las listas Al renderizar listas, los keys ayudan a React a identificar que elementos han cambiado, mejorando el rendimiento y evitando comportamientos inesperados en la interfaz de usuario. ❌ Incorrecto {items.map((item) => )} ✅ Correcto {items.map((item) => )} 💡 Por que es importante? 2️⃣. Usar mucho useS…  ( 4 min )

Have you ever updated a file in your React + Vite project only to see full page reloads instead of fast refresh? 😩 That happened to me when I built an authentication context and exported both the provider and a custom hook (useAuth) from the same .tsx file. Turns out, that’s a no-go if you want smooth Hot Module Reloading (HMR) with Vite. Here’s what was happening and how a small refactor completely fixed it. I had a single AuthContext.tsx file that looked something like this: import { createContext, useContext, useState, useEffect, ReactNode, } from "react"; import authApi from "@/api/auth-api"; import { User } from "@/types/users"; import { AuthContextType, AuthResponse } from "@/types/auth"; const AuthContext = createContext(undefined); export fu…  ( 4 min )

Welcome to Day 3 of our GitHub series! Today we're diving into branching and merging—the secret sauce behind collaborative development. If GitHub was a movie, branches would be the plot twists, and merges would be the dramatic reunions. Let's get into it! A branch in Git is like a sandbox where you can work on changes without affecting the main (production) version of your code. Imagine you're writing a novel. Your main branch is the final version, but you want to try out an alternate ending. Instead of rewriting everything, you create a branch called alternate-ending and work there. Genius, right? git branch feature-cool-button git checkout feature-cool-button OR git switch feature-cool-button Now you're in your own bubble. Make changes, commit them, and live your best dev life. Once …  ( 4 min )

Executive Foreword iamlumae@gmail.com. Thank you for taking the time to consider an outsider’s contribution to the AI field. Table of Contents Executive Summary Core Whitepaper Content 3.1 Architecture and Core Logic 3.2 Context Window Management & Prompt Efficiency 3.3 Session Awareness & Continuous Context 3.4 Long-Term Learning & Knowledge Accumulation 3.5 Prompt Cost & Scalability 3.6 Use Case: Coding Assistant (Scaling, Learning, Personalization) 3.7 Comparisons with Existing AI Systems 3.7.1 Vs. Large Context LLMs (GPT-4, Claude, etc.) 3.7.2 Vs. Current RAG Frameworks (LangChain, LlamaIndex) 3.7.3 Related Research & Memory-Augmented Models 3.8 Discussion: Advantages, Limitations & Potential 3.9 Impact on Industry, Society & Research 3.10 Conclusion Visual Highlights References E…  ( 37 min )

CDN for Large-Scale Image Handling in Classified Platforms That's an excellent question about scaling CDNs for applications with massive image volumes. Let me address your concern in detail. CDNs are specifically designed to handle massive volumes of content, including billions of images. Here's why they work well even at extreme scale: Pull-Based Caching Model CDNs don't preload all content Images are cached only when first requested The CDN pulls content from your origin storage (S3) when a user first requests it After that, it serves the cached copy to subsequent users Intelligent Cache Management Popularity-based retention: Frequently accessed images stay in cache Time-based eviction: Less popular content eventually expires from edge caches Regional optimization: Content popular in …  ( 5 min )

📚 Table of Contents Understanding the Craigslist like Classifieds Platform Design Functional Requirements Analysis Non Functional Requirements System Capacity Planning API Design Database Schema Storage Architecture Image Upload Strategy Read and Write Flow Geolocation Partitioning Search Design Optional Analytics System Key Design Decisions Explained Summary Understanding the Craigslist like Classifieds Platform Design The document outlines a comprehensive system design for a Craigslist-style classifieds platform that allows users to post, browse, and respond to classified listings. Let me walk through each major component in detail. The system supports two primary user types: Viewers: Users who browse the platform without posting content. They…  ( 10 min )

Overview This document provides step-by-step instructions for configuring the Managed System specifically using AD PowerShell Managed System in OpenIAM to establish a connection with Active Directory (AD). 1.How to access OpenIAM 1.1 Find the IP address of OpenIAM 1.2 Access the OpenIAM web console 1.3 Login as System Administrator 2.How to configure managed system 2.1 Access the Managed System 2.2 Edit Managed System ( we chose AD PowerShell Managed System ) 2.3 Configure the necessary fields of a managed system 3.Troubleshooting a managed system dashboard 3.1 Running Connectors Status: No active connectors found 3.2 Running Connectors Status: displayed in red 3.3 Information About Running Connectors Status OpenIAM Installed: Ensure OpenIAM is installed on your server. To access …  ( 4 min )

Colors are everywhere in web and app development — but what if you pick a random color and want to know its closest official CSS color name? Instead of guessing or endlessly searching, let’s build a fun Streamlit app that does this for you in seconds! Why This App?🎨🎨 Tools We’ll Use How It Works import streamlit as st import matplotlib.colors as mcolors from math import sqrt def hex_to_rgb(hex_color): return mcolors.to_rgb(hex_color) def rgb_distance(rgb1, rgb2): return sqrt(sum((a - b) ** 2 for a, b in zip(rgb1, rgb2))) def closest_css_color(target_rgb): css4_colors = mcolors.CSS4_COLORS closest_name = None min_dist = float('inf') for name, hex_val in css4_colors.items(): rgb = hex_to_rgb(hex_val) dist = rgb_distance(rgb, target_rgb) if di…  ( 4 min )

Not every signal comes through noise. Day 140 explores patience not as passivity but as precision. We often talk about speed. Read the full piece Day 140: The Quiet Strength of Patience  ( 3 min )

💡 Introduction Welcome to the world of containers and automation! Today, we’re diving into a fun yet practical project—building a Tic-Tac-Toe game using Flask and deploying it on AWS ECS (Elastic Container Service). Sounds exciting? That’s because it is. This blog isn’t just about writing some Python code and spinning up a game. It’s about understanding how modern apps go from your local machine to the cloud using containers. We’ll cover the complete journey—from writing the game in Flask, containerizing it with Docker, pushing the image to AWS Elastic Container Registry (ECR), and finally deploying it on ECS. If you’ve been meaning to get your hands dirty with Docker, Flask, AWS ECR, and ECS, this is your moment. So, without further ado, grab your keyboard, open your terminal—and let’s…  ( 9 min )

If you’re coding in Python and need to whip up a blazing-fast API with minimal fuss, FastAPI is the framework you’ve been waiting for. It brings together ease of use, powerful data validation, and auto-generated API docs into one neat package. Below, we’ll walk through why FastAPI rocks and use code snippets to highlight its best features. FastAPI is a Python web framework designed for building APIs quickly and efficiently. Leveraging Python’s async and await keywords, it takes advantage of non-blocking I/O to handle high loads. Under the hood, it uses Starlette for HTTP and Pydantic for data validation, making the development process clean and robust. High-performance: Comparable to Node.js and Go in many benchmarks. Type Hints: Strongly tied to type hints for validating and documenting y…  ( 5 min )

Process for taking over and maintaining a project: Log in to the application server by VPN or SSH in order to understand where the project files are stored and how the deployment process works. Typically, we'll start with the HTTP server and service-related files. Log in to the database to ensure we can connect properly. Ideally, take this opportunity to dump and back up the database schema as an SQL file. Even if the project originally followed a Code First approach with migration files, it's very common for projects to shift toward a DB First setup over time, especially after being handed off between multiple developers. Not having a complete DB schema can often lead to major issues. Check how the connection strings and environment variables are applied, then run the project locally for testing. If there are too many third-party services making it hard to run locally, writing mock services could take a lot of time. In that case, the best approach is to see if we can run the project locally while connecting to the actual staging/production database for testing. (But make sure to check for background services or scheduled jobs that could cause concurrency issues.) I'll add more if anything else comes to mind. In many cases, taking over a project can be chaotic and unstructured—blindly following AI suggestions without critical thinking can easily lead to disaster.  ( 3 min )

📝Today I learned how to create a product card using HTML and CSS properties. Product cards are an essential UI component in modern web design. They provide a concise, interactive way to display product details, such as images, titles, prices, and call-to-action buttons. This article demonstrates how to build a responsive and visually appealing product card using HTML and CSS, leveraging flex/grid layouts, transitions, pseudo-classes, hover effects, and relative units like rem. HTML Structure The HTML provides a semantic structure for the card. HTML structure separates visual elements clearly and provides flexibility for styling. CSS Styling To style the card effectively, we’ll use CSS Flexbox, Grid, and modern features to create a responsive and dynamic experience. Key Features Explained …  ( 4 min )

If you've been working with Python for a while, you've probably used both is and == in your code. They look similar, they even read similarly. But underneath the hood, they do very different things. And using is when you meant to use == can lead to subtle, nasty bugs that are incredibly hard to track down. is and ==? == checks if two values are equal. is checks if two variables point to the same object in memory. Here’s a simple way to remember it: 👉 == → “Do these things look the same?” 👉 is → “Are these things literally the same object?” A Quick Example a = [1, 2, 3] b = [1, 2, 3] print(a == b) # True: the contents are the same print(a is b) # False: different objects in memory Even though a and b contain the same list values, they’re not the same object. Python created two sep…  ( 5 min )

Loops are a fundamental programming concept used to execute a block of code repeatedly under certain conditions. In JavaScript, loops are especially useful when working with arrays, objects, and repetitive tasks such as data processing or UI rendering. This article explores the different types of loops available in JavaScript, how to use them, and when each is most appropriate. Consider a scenario where you need to print numbers from 1 to 100. Without loops, you would have to write 100 console.log() statements. With loops, this task becomes simple and efficient: for (let i = 1; i <= 100; i++) { console.log(i); } Loops help reduce code redundancy, improve maintainability, and handle dynamic data structures efficiently. JavaScript provides several types of loops, each with its own syntax …  ( 5 min )

New to React? If yes, you’ve probably wondered what hooks you really need—or worse, you’ve been copying the same logic over and over without realizing it. This post covers all the React hooks you’ll likely need in your project. Let’s dive in 🎉. 📚 Download my FREE 101 React Tips And Tricks Book for a head start. 1. useState This hook is unavoidable. Whenever you need dynamic state that persists across re-renders, this is the one. const [count, setCount] = useState(0); Once your state becomes complex (e.g. multiple correlated fields), useReducer becomes your friend. It also pairs really well with useContext, letting you update state with simple dispatch calls. const reducer = (state, action) => { switch (action.type) { case "addTodo": return { todos: [...state.…  ( 6 min )

No More Monitor Buttons: Control Brightness & Contrast with Your Custom CLI Tool. Md. Mehedi Hasan Nabil ・ May 20 #linux #python #productivity #cli  ( 3 min )

Just a short while ago, virtual worlds felt rigid and choreographed. Avatars stood as lifeless mannequins, and virtual characters performed limited, predictable roles. Today, a new breath animates these digital landscapes, thanks to the nuanced orchestration of artificial intelligence. Imagine entering a virtual café—noticing your friend's subtle grin or the warmth behind their eyes, replicated faithfully in the avatars gathering around you. Platforms like Meta's Horizon Worlds tap into precisely this evolution, embedding wearable tech and intuitive tools, patiently bringing forth human nuance and naturalness to our digital selves. Virtual inhabitants other than players—those previously static "extras"—are transforming too. Non-player characters endowed with AI from companies such as Inwor…  ( 6 min )

While I had built distributed software services before, this time was a different scenario altogether and, shall I say, much more interesting! This time was about building a payments processing service for two of the largest companies in the world to interact with one another, in a highly regulated environment. FTP was still involved, but at least the files were not in a fixed-width fields format! This time it was all about the CSV format, but that was not all: our Springboot application had to call existing Java remote services that were distributed across the globe. With that, came the first lesson: you can build vast distributed services on RPC technologies. The main advantage of REST is its HTTP/web interoperability. Because of that, REST APIs have a lot more traction in the western world where an entrepreneurial lattice of companies large and small thrive. But its lack of performance compared to RPC makes REST a less appealing option to large companies building large in-house systems that need to be fast and scalable in order to support their services offerings. Ant Financial uses its very own SOFA = Scalable Open Financial Architecture. SOFA allows for fast, low latency RPC calls at its core, also providing enterprise-ready capabilities such as fault tolerance, governance, observability and extensibility. https://github.com/sofastack  ( 3 min )

At work we recently moved. In the office we have automated blinds, these can be manually overwritten, so from my chair, they kind of live their own life. My solution is to switch appearance on macOS depending on the amount of light in the room. Most of the apps support switching between light and dark mode and follow the system settings. Many websites also do this and I even wrote the user story to get one of the products I manage to support this. A few applications however do need a little bit of help. So here I are a few I recently tweaked so they would still be usable in light mode - after all dark mode is the default, we all can agree on that. Do note I use macOS, but the material below should cover Windows as well - well untested from my side, but enough to get you going. Warp can fol…  ( 5 min )

When it comes to advancing in the tech world, many developers focus solely on hard skills—coding languages, frameworks, and technical certifications. While these are essential for getting a foot in the door, what truly elevates a developer from junior to senior level in 2025 is a refined set of non-technical skills. In an era dominated by managed IT services, automation, and agile development environments, the traditional role of the developer has expanded. Senior developers are expected to bridge the gap between technical solutions and business objectives. Effective Communication Collaboration and Teamwork Problem-Solving and Critical Thinking Technoholicas often relies on senior-level developers to make critical architecture decisions that align with client goals and long-term IT strategies. Adaptability and Learning Agility Leadership and Ownership Time Management and Prioritization Empathy and Emotional Intelligence The Business Case for Non-Technical Skill Development So, what does all of this mean for business owners and decision-makers? Modern managed IT services are no longer just about keeping the network running. Providers now support: • Developer training and skill-building • Agile workflow implementation • Cloud migration and app modernization • Security-first development practices By outsourcing IT management, small and mid-sized businesses can free up their developers to focus on innovation, while also benefiting from guidance that elevates their talent from junior to senior level.  ( 5 min )

I've learned that documentation is a huge part of an admin's daily routine. Most processes are documented—ranging from server configurations and network setups to software installations, user accounts, and troubleshooting procedures. I've even been told that as much as 70% of the job involves documentation. I've written this post to share a simple Linux command that I've found especially helpful for my own documentation and note-taking: the script command. Here are the steps for using the script command: Run the following command to start recording your session: Begin working as usual. All input and output during the session will be saved to the file specified in step 1 When you're finished, type exit or ctrl-d to quit the script command. At this point, I usually run cat on the file…  ( 4 min )

I recorded this a little while ago, but still wanted to share it with you all — Watch it here on YouTube  ( 2 min )

Check out this Pen I made!  ( 2 min )

Introdução Opa! Me chamo Felipe, tenho 23 anos e neste ano de 2025 eu decidi me juntar ao movimento de Indie Hacking. Não foi uma decisão 'do nada', já vinha tendo matérias focadas em empreendedorismo há 2 anos na faculdade (faço Engenharia de Computação desde 2021), mas somente após conhecer uma onda de pessoas trabalhando em seus próprios projetos, construindo seus sonhos e ganhando dinheiro com isso, decidi que entraria de vez para esse caminho! O projeto se chamará Feedlyze e estou construindo ele há pouco mais de uma semana. O projeto em si consiste em que este pequeno/médio empreendedor que possua um negócio digital extraia através da ferramenta base desse negócio (Shopify, Mercado Pago, IFood, Hotmart, canal no YT, Instagram...) o arquivo referente aos feedbacks do seu cliente — i…  ( 4 min )

Traditional security models based on "trust but verify" are no longer effective. In today’s perimeter-less IT world, Zero Trust is the new standard. It assumes that threats exist inside and outside the network. 🔒 Zero Trust principles: Never trust, always verify: Every user and device is authenticated continuously. Least privilege access: Give users only what they need—nothing more. Micro-segmentation: Reduce lateral movement by isolating critical systems. Real-time monitoring: Detect anomalies and respond instantly. Combining Zero Trust with robust endpoint protection, email security, and threat intelligence leads to a resilient cybersecurity posture. Security is not just about defending—it’s about enabling secure growth.  ( 3 min )

Hi, I’m Floran Pagliai, the first engineer and now CTO at Weglot. When I joined the company back in 2017, it was still an early-stage startup with just a couple of clients, an MVP coded in Silex, and a big ambition: to simplify website translation without requiring technical skills. Today, we handle over 3 billion API requests per month—and we do it with a monolith. Let me take you through our journey, and why I believe in the power of pragmatic, boring tech to achieve serious scale. I came on board as the first developer when Weglot had just raised its seed round. The infrastructure was basic: Remy, our cofounder, was deploying code via FTP using FileZilla. Everything was hosted on a few load-balanced servers, and the app, API, and front-end were built on Silex. One of my first decisions …  ( 4 min )

Table of Contents What Is System Administration, Really? Core Admin Tasks You Can’t Ignore Why Automation Is a Game Changer Essential Automation Tools (and When to Use Them)) Security and Monitoring: Don’t Skip This! Pro Tips for a Smoother Ride Wrapping Up System administration isn’t just about keeping the lights on—it’s about making sure your Linux systems run smoothly, securely, and efficiently. Whether you’re spinning up a single server or wrangling hundreds in the cloud, the modern admin’s job is part firefighter, part architect, and part automation wizard User and group management: Adding, deleting, and wrangling Software and package updates: Keeping everything patched and up to System setup and configuration: From network interfaces to Backups an…  ( 4 min )

A post by Ehsan Nadernezhad  ( 2 min )

Welcome to this week's Top 7, where the DEV editorial team handpicks their favorite posts from the previous week. Congrats to all the authors that made it onto the list 👏 Passing the Vibe Check: Navigating the changing development landscape Liz Acosta ・ May 16 #ai #vibecoding #bestpractices #cursor @lizzzzz explores how vibe coding fits into the software development lifecycle and shares an analysis on the advantages and disadvantages of AI. You're slicing your architecture wrong! Basti Ortiz ・ May 15 #beginners #architecture #webdev #devjournal @somedood challenges the traditional horizontal slicing approach of MVC architecture by proposing a vertically sliced architecture that organizes code by features instead of technical la…  ( 4 min )

Monetizing your application is often the next logical step after building something users love. Subscription plans are a common strategy to build sustainable revenue into your SaaS, enabling premium features for individual users or teams with active plans. However, implementing subscriptions from scratch can be time-consuming and error-prone due to the complexity of the underlying infrastructure and logic. That's why we built Billing. Just as Clerk streamlines authentication and user management, it now does the same for subscriptions. You get a polished UI that allows your users to easily select and manage their preferred plan, as well as helper functions to easily gate access to premium features, all without writing custom billing logic from scratch. In this article, you'll learn what Cle…  ( 8 min )

Google’s commitment to delivering a high-quality user experience has made Core Web Vitals an integral part of SEO and site performance. Since introducing these metrics in 2021, they’ve significantly influenced search rankings. With Google’s 2024–2025 core updates, especially the shift from FID to INP (Interaction to Next Paint), understanding and optimizing Core Web Vitals effectively is more important than ever. more  ( 2 min )

If every new feature forces you to change what already works… something’s wrong.” Have you ever opened a service and added just one more if? At first, it feels harmless — just one more condition. This is exactly what the Open/Closed Principle (OCP) — the "O" in SOLID — helps you avoid. What is the OCP? In practice, it means you should be able to add new behavior without changing existing code. It’s not just about clean code. It’s about safety, scalability, and long-term maintenance. The less you change working code, the less you risk breaking it. The problem with “if-chains” public double CalculateFee(string paymentType) { Each new method requires changing the original method — and hoping you don’t break what’s already there. This clearly violates OCP — you’re modifying a core function instead of extending the system safely. Applying OCP in .NET public interface IPayment { public class Pix : IPayment { public class Boleto : IPayment { public class Card : IPayment { public class PaymentService { Want to add Apple Pay? That's the power of OCP — change through extension, not modification. Real benefits of applying OCP When not to apply OCP? Practical tip: Apply OCP when you expect varying behavior (payment types, notifications, report generation). Avoid overengineering in simple, stable domains. Final thoughts: OCP protects your code from the future The Open/Closed Principle gives your code a way to evolve without fear, keeping your foundation stable while adding value on top.  ( 4 min )

How (not) to Burn Money on VPC Endpoints (So You Don't Have To) Martin Nanchev for AWS Community Builders ・ May 20 #aws #vpc #networking #costs  ( 2 min )

Microservices have become the de facto standard for building scalable, maintainable, and robust backend systems. Go (Golang), with its simplicity, performance, and strong concurrency support, is an excellent choice for developing microservices. In this guide, we'll walk through building a microservice using a ready-to-use Go microservice template. Performance: Go compiles to native code and offers great runtime efficiency. Simplicity: The language is easy to learn and encourages clean, readable code. Concurrency: Goroutines and channels make concurrent programming straightforward. Strong Standard Library: Go's standard library covers most needs for microservice development. A well-structured project is crucial for maintainability. Here’s a typical layout: go-microservice-template/ ├── cmd/…  ( 6 min )

Ever feel like getting an AI to do exactly what you want is like trying to organize a ballet for super creative, slightly chaotic tiny cats? Yeah, me too! 😹 To break down how we can better direct these chaotic tiny cats, I've visualized the core ideas of Prompt Engineering using some feline friends. You can see this little story in action in the carousel embedded right below! It turns out, just vaguely telling an AI (or a cat) to "do something cool" doesn't quite cut it. But give it clear, detailed instructions? That's when the magic happens! ✨ Prompt engineering has become absolutely essential in my day-to-day work. Building AI features has definitely thrown some curveballs my way, whether I'm working on: An AI feedback system for educational content A browser extension using OCR/AI …  ( 4 min )

In today’s mobile-first world, building an app isn’t just about great design or killer features — it’s also about choosing the right technology stack. The Software Development Kit (SDK) you choose will shape your app’s performance, user experience, cost, and development time. With so many options available — from native development using iOS and Android SDKs, to powerful cross-platform tools like Flutter and React Native, and even hybrid frameworks like Ionic and Cordova — developers often face a tough decision. Each SDK comes with its own strengths and trade-offs: React Native allows JavaScript lovers to build real mobile apps. In this article, we’ll break down how these SDKs differ in architecture, performance, and real-world suitability — helping you decide which path is best for your n…  ( 5 min )

Today, I took a small but meaningful step in my front-end development journey. I built a Twitter-style login page using only HTML and CSS, and then published the project to GitLab. In this blog post, I’ll walk you through the process — from building the UI to version controlling the code with Git. Recreating popular UI designs is a great way to improve your front-end skills. I decided to build a Twitter login page because: It has a clean, modern look. It's a simple interface with real-world relevance. It helped me practice layout techniques, form design, and styling. HTML5 CSS3 Git for version control GitLab for repository hosting I started by creating a basic HTML file with a login form. Here's a simplified version: <meta …  ( 4 min )

TDZ Pro’s Hidden Growth Weapon: Why a Customized CRM and Data Mining Team Beats Automation Every Time Marcus ・ May 15 #crm #sales #datamining #startup  ( 2 min )

Cenário: Você faz parte de uma equipe que está iniciando o desenvolvimento de uma nova plataforma chamada Voluntariamos, que conecta pessoas voluntárias a eventos sociais e instituições solidárias. A plataforma terá funcionalidades como: Cadastro de pessoas voluntárias Cadastro de eventos Inscrição em eventos Avaliação das ações após a participação Sua tarefa: 1. Identificação de Dados Sensíveis e Pessoais (Fase: Requisitos de Segurança): Dados pessoais Dados sensíveis (conforme a LGPD) Ex: Nome completo, CPF, localização, preferências de voluntariado, etc. 2. Ameaças e Riscos Iniciais (Fase: Arquitetura e Design): uma funcionalidade da plataforma (por exemplo, o login, ou o cadastro de eventos). Responda: Quais ameaças podem surgir nesse componente? Quais vulnerabilidades podem ser expl…  ( 4 min )

When we think of debugging in JavaScript, the first thing that pops into our minds is probably console.log() – right? But what if I told you that console.log() is just the tip of the debugging iceberg? 🧊 In this post, we're diving deep into some super underrated yet powerful console methods that can take your debugging skills from basic to beast mode. 🧠💥 Here are just a few console gems you need in your toolkit: console.table() Make your arrays and objects readable AF. Just look: console.table([{ name: "React" }, { name: "Vue" }, { name: "Svelte" }]); console.trace() Want to see where a function was called from? This one shows the call stack: function foo() { console.trace("Tracing function call:"); } foo(); console.group() / console.groupCollapsed() Neatly nest your logs — pe…  ( 4 min )

Essa é a fase que nós, pessoas desenvolvedoras, iremos atuar continuamente. Assim como arquitetos de software precisam entender sobre segurança, nós também precisamos conhecer sobre desenvolvimento seguro. Se esse conceito é novo para você e você trabalha com desenvolvimento web, recomendo começar pelo OWASP Top 10. Mas a segurança vai além disso! Também existem outras referências importantes, como: CWE e CWE Top 25 - Lista de fraquezas comuns de segurança em software. CERT - Diretrizes para programação segura em diferentes linguagens. CVE - Base de dados de vulnerabilidades conhecidas em produtos e softwares específicos. Nesta fase, colocamos a segurança em prática através de código seguro e ferramentas automatizadas.  O OWASP ASVS (Application Security Verification Standard) é um guia es…  ( 5 min )

Dica de TI será uma série de posts com conteúdo sobre tecnologia. São posts curtos explicando alguns conceitos. Nos exemplos a linguagem usada será: Java Além dos operadores citados anteriormente, o operador de incremento é usado para aumentar o valor de uma variável em 1. Existem dois tipos de operadores de incremento: o operador de pré-incremento (++variavel) e o operador de pós-incremento (variavel++). O operador de pré-incremento (++variavel) aumenta o valor da variável em 1 antes de usar a variável em uma expressão. Aqui está um exemplo: int num = 5; int resultado = ++num; //num é incrementado para 6 e depois atribuído a resultado System.out.println(num); // imprime 6 System.out.println(resultado); // imprime 6 Já o operador de pós-incremento (variavel++) aumenta o valor da variável em 1 depois de usar a variável em uma expressão. Aqui está um exemplo: int num = 5; int resultado = num++; //num é atribuído primeiramente à variável resultado e depois incrementado para 6 System.out.println(num); // imprime 6 System.out.println(resultado); // imprime 5  ( 3 min )

Industry-Leading AI Code Reviewer CodeRabbit is an advanced AI code review platform designed to streamline the pull request review process. As the most installed AI application on GitHub and GitLab, it has processed over 10 million pull requests across 1 million repositories. CodeRabbit provides codebase-aware line-by-line reviews with one-click fixes, helping development teams ship higher quality code faster. CodeRabbit provides AI-powered code reviews that integrate seamlessly into your development workflow. Key features include: Automated PR analysis with line-by-line reviews and one-click fixes Concise pull request summaries for easy understanding of changes Integration with static analyzers and security tools for comprehensive quality checks Code graph analysis enhancing contextual …  ( 3 min )

In the sprawling world of multi-brand e-commerce platforms, where a single codebase powers numerous storefronts, component communication becomes an intricate dance. Imagine a digital mall where every shop has its own facade, but behind the scenes, they share the same foundational infrastructure. This is the reality for many large e-commerce operations today. As a developer navigating this complex landscape, mastering Vue's props system isn't just helpful—it's essential. Let's explore how to elegantly handle props in Vue 3 using TypeScript and the Composition API, drawing from real-world e-commerce scenarios. In a multi-brand e-commerce platform, props travel like products through a supply chain. They originate from a source and make their way through various components until they reach the…  ( 9 min )

Nessa fase, são definidos os requisitos de segurança, funcionais e não funcionais, como as regras que devem ser seguidas, incluindo normas como a LGPD. Além disso, as decisões tomadas aqui influenciam diretamente a arquitetura e o design do sistema, garantindo que a segurança seja considerada desde a estruturação inicial. Algumas perguntas importantes a serem respondidas incluem: Qual é a classificação dos dados de acordo com as políticas da empresa? Isso inclui dados pessoais e sensíveis, e deve ser especificado como cada tipo de dado será tratado. Quem terá acesso aos dados? Detalhar quem tem permissão para visualizar, alterar ou excluir os dados, com base nas políticas de controle de acesso. Políticas de Exclusão: Devemos definir e documentar políticas claras para a exclusão de dados, incluindo como e quando os dados devem ser removidos. Por exemplo, no nosso sistema, temos dados pessoais e acadêmicos das alunas. Quem terá permissão para ver esses dados? Quem pode alterá-los? Quais são as políticas de exclusão aplicadas? Na imagem, podemos ver que a aluna possui dados pessoais (nome, CPF, endereço, data de nascimento) e dados acadêmicos (notas, RA, frequência e histórico escolar). Nota Importante: Dados pessoais: são aqueles que permitem a identificação direta ou indireta de uma pessoa. Voltando ao exemplo, a aluna tem acesso apenas aos seus próprios dados(pessoais e acadêmicos), enquanto a professora tem acesso de visualização e também de edição apenas aos dados acadêmicos de suas alunas, podendo, por exemplo, alterar notas ou incluir justificativas para faltas. Já a administradora tem acesso a todos os dados pessoais, acadêmicos e administrativos de todos os usuários.  ( 4 min )

Para começarmos a entender o que é SSDLC (Secure Software Development Life Cycle), trouxe uma analogia para vocês. Eu sempre penso em como explicaria algo novo para a minha avó. Então, vamos à analogia e depois à explicação com exemplos. Análise de Requisitos (Planejamento): Nesta fase, você identifica os materiais e requisitos legais necessários para construir a casa, como consultar a prefeitura sobre regras e normas de construção. Arquitetura e Design: Você desenha a planta da casa, escolhendo materiais, planejando entradas e saídas, e definindo medidas de segurança, como alarme e fechaduras. Implementação: A casa começa a ser construída. Você percebe que, além do alarme, precisa adicionar câmeras para garantir mais segurança. Testes: Antes de entregar a casa, a equipe testa o funcionamento das instalações, como eletricidade, alarmes e janelas. Verifica se tudo está em ordem. Implantação: Antes de entregar a casa aos proprietários, engenheiros fazem uma análise para garantir que tudo foi construído corretamente. Se estiver tudo certo, a casa é entregue. Manutenção: A casa está funcionando, mas você precisa fazer manutenções regulares. O alarme ou câmeras podem precisar de atualizações ou trocas devido a falhas descobertas. Bom, agora vamos ao SSDLC :) Como vimos na analogia o SSDLC pode ser considerado uma construção de uma casa, com um Lego, onde cada fase do processo de desenvolvimento de software seguro é uma peça importante que, quando combinada com as outras, forma um software seguro. Ou seja, devemos pensar em segurança desde o início, já no planejamento, e não apenas a partir da codificação. A segurança deve estar presente em todas as fases do ciclo de desenvolvimento. Agora, vamos entender como funciona cada fase desse ciclo.  ( 3 min )

Pensando em segurança no desenvolvimento de software, onde geralmente a incluímos? Como pessoa desenvolvedora, posso pensar na fase de codificação, testes e implementação. Mas, se pensarmos um pouco antes, será que o início do desenvolvimento do software é na codificação? Não, sabemos que a codificação não é o começo. Então, por que não pensar e incluir segurança desde o início? SQL Injection teve sua primeira identificação em 1998. Fonte: https://phrack.org/issues/54/8.html Exemplo de report SQL Injection de julho de 2024. Fonte: https://hackerone.com/reports/2597543 Para responder a essas questões, vamos entender como funciona SSDLC (Secure Software Development Life Cycle) e como ele pode ser aplicado tanto em novos projetos quanto em softwares em desenvolvimento. No exemplo, temos uma página de login com os campos "username" e "password". Um agente mal-intencionado (a ameaça) deseja acessar o sistema para obter dados ou privilégios que ele não deveria ter. Ele pode tentar explorar brechas de segurança conhecidas. Quando ele encontra uma falha de segurança por exemplo no login (a vulnerabilidade), ele explora essa falha. Se o agente consegue acessar o sistema, o risco não é só o ato de acessar o sistema em si, mas sim a possibilidade de que a ameaça explore a vulnerabilidade e cause um impacto negativo, como roubo de dados, comprometimento do sistema, ou controle total, especialmente se ele conseguir fazer login como administrador. O risco acontece quando uma vulnerabilidade é explorada, e o impacto desse risco varia conforme o tipo de acesso obtido (por exemplo, um login de administrador representa um risco maior para a empresa). A vulnerabilidade é o ponto fraco que pode ser explorado por uma ameaça, resultando em risco de danos ao sistema.  ( 4 min )

In the fast-evolving world of cybersecurity, Managed Service Providers (MSPs) need tools that not only keep pace with emerging threats but also offer cost-effective, scalable solutions. Bitdefender, a global leader in cybersecurity, has recently made waves with the launch of GravityZone Proactive Hardening and Attack Surface Reduction (PHASR) and a strengthened partnership with TECHS+TOGETHER. These developments position Bitdefender as the go-to choice for small IT support companies looking for the best Bitdefender MSP pricing and cutting-edge technology to protect their clients. In this post, we explore how GravityZone PHASR and TECHS+TOGETHER’s exclusive pricing model empower MSPs to deliver enterprise-grade security at an affordable cost. On April 23, 2025, Bitdefender announced the glo…  ( 6 min )

4 years ago we started RiddleStory, now Enboq. The idea was simple: Create an Online Escape Room that remote teams could play together. What was a simple idea has evolved into a Gamified Onboarding Platform. Helping companies turn dull training into immersive, story-driven experiences. We started off with an idea for an Online Escape Room. This was during Covid and everyone were forced to stay inside and do stuff remotely. An escape room needs two things to work: A believable Environment A compelling Story The Environment of the escape room that we built was to give experience of a mix of Mac and Windows desktop. It has most of Mac essentials, like the Dock, Filebrowser, Email, Notes, and Chat. Dock to hold all applications, such as Filebrowser, Email, Notes, and Chat. Filebrowser let us…  ( 5 min )

Table of Contents Introduction What is Storage Management? Core Storage Management Commands Real-World Scenario: Storage Management Commands Conclusion Let's Connect Welcome back to Day 26 of this practical Linux challenge! In this post, we will cover Storage Management in RHEL 9, how to handle new storage devices, partition them, format, mount, and make them persistent. If you are working with servers or cloud VMs, storage is something you will definitely encounter, whether it is adding more space or organizing existing disks. Store management comes handy whether you are: Adding an EBS volume on AWS, Attaching a new disk to a VM, Or just learning how Linux handles storage. You will need to understand how to identify new disks, partition them, format, mount, and persist them in your…  ( 5 min )

After learning how to use sim800l module in my previous project, I decided to create a GPS tracker using the Arduino platform. This project combines a SIM800L module for communication and a Ublox Neo-6M GPS module for location tracking with help of satellites. Making this device is also easy as previous project, just instead of using led, i use a GPS module to get the location and a little changes in the sketch. I measured the current consumption of the device under load and its around 50mAh for sim800l module and 100mAh for gps module. In standby mode, it consumes around 20mAh. With a regular battery(18650 Battery 2500mAh), this device last for around 5 days without charging. As you may now, these kind of devices used in cars or similar places that they has another source of power that he…  ( 7 min )

After learning how to use sim800l module in my previous project, I decided to create a GPS tracker using the Arduino platform. This project combines a SIM800L module for communication and a Ublox Neo-6M GPS module for location tracking with help of satellites. Making this device is also easy as previous project, just instead of using led, i use a GPS module to get the location and a little changes in the sketch. I measured the current consumption of the device under load and its around 50mAh for sim800l module and 100mAh for gps module. In standby mode, it consumes around 20mAh. With a regular battery(18650 Battery 2500mAh), this device last for around 5 days without charging. As you may now, these kind of devices used in cars or similar places that they has another source of power that he…  ( 7 min )

A post by Haroon Khan  ( 2 min )

Description FinDocs AI is an advanced web platform for automated financial document analysis using artificial intelligence. The system allows users to upload financial documents (10-K, 10-Q, etc.), process them automatically, and analyze the extracted information through an interactive conversational interface. Asynchronous processing of documents with real-time monitoring Precise extraction of financial metrics with confidence indicators Interactive visualizations of trends and comparisons Conversational interface for queries about financial data Customizable export system in multiple formats https://github.com/Franklin-Andres-Rodriguez/FinDocs-  ( 2 min )

Cloud computing has emerged as the backbone of modern IT infrastructure. From startups to Fortune 500 companies, businesses of all sizes are migrating to cloud platforms to enhance scalability, reduce costs, and improve performance. As a result, careers in cloud computing are not just in demand—they are booming with opportunities. At Solamalai College of Engineering, we prepare students to meet these future demands head-on, especially through our specialized Computer Science programs. If you're considering a future in cloud computing, here's everything you need to know about career pathways, required skills, and how to get started. 🌩️ What is Cloud Computing? Popular cloud platforms include: Amazon Web Services (AWS) Microsoft Azure Google Cloud Platform (GCP) IBM Cloud Oracle Cloud 🚀 Wh…  ( 4 min )

I remember after I had completed all the Game Development lessons (especially Game Development 1 and 2) on CodeCombat, my final task was to create a minigame in Python and I was left with no comments or help of any kind on how to do that (apart from the lessons I had previously completed from the course). It always left me feeling so overwhelmed that I was unable to code anything, I would feel better the next day and then start coding my game. It should be no secret that learning to code is hard, but it is not helpful to keep thinking like that. It is much more beneficial to think of coding as a challenge as it changes your perception from coding is a struggle to coding is a challenge instead. Coding is a challenge like in a classic adventure game where the hero is going on quests, encounters problems along the way and sometimes has to face a huge and intimidating monster. Nobody knows everything, you learn as you go and coding is a challenge, a challenge you can always improve on! Do you ever feel stupid while learning to code?  ( 3 min )

# Istio vs. Linkerd: Choosing the Right Service Mesh for Your Tech Team In the ever-evolving landscape of cloud-native technologies, service meshes have emerged as critical components for managing complex microservice architectures. Two leading contenders in this space are Istio and Linkerd. Understanding the nuances between them is crucial for tech teams aiming to optimize performance, security, and observability. This article provides a comparative overview to help you make an informed decision. ## What is a Service Mesh? Before diving into the specifics of Istio vs. Linkerd, let's define what a service mesh is and why it's important. A service mesh is a dedicated infrastructure layer that controls service-to-service communication. It provides features like traffic management, securit…  ( 6 min )

Over the years, I’ve learned that a good API doesn’t start with code — it starts with thoughtful design. Design-First API is an approach where you define the API contract before writing any implementation code — typically using specifications like OpenAPI (Swagger). This lets teams agree on the shape and behavior of the API early in the development process. It’s especially powerful in microservice architectures, where clear, stable interfaces between services are critical. Clear separation of concerns Early alignment on requirements across frontend, backend, and cross-functional teams Automation: generate clients, server stubs, validation logic (tools like oapi-codegen help a lot) Living documentation that stays up-to-date with the actual implementation On previous projects — including a B2B wholesale platform and a document templating system — applying the Design-First approach helped us: Speed up development by enabling parallel workstreams Reduce integration bugs Keep service contracts clean and consistent Would you like me to share some practical examples from real-world implementations? Let me know 👇  ( 3 min )

# Unlocking Microservices Agility: A Deep Dive into Service Mesh Technology In today's rapidly evolving technological landscape, microservices architectures have emerged as a dominant paradigm for building scalable, resilient, and agile applications. However, the inherent complexity of managing a distributed network of microservices presents significant challenges. This is where **Service Mesh** technology steps in, offering a powerful solution to streamline operations, enhance security, and improve observability. ## The Microservices Challenge: Complexity at Scale Microservices, by their very nature, are independent, loosely coupled services that communicate with each other over a network. While this architecture offers numerous benefits, it also introduces complexities related to: * …  ( 5 min )

I wanted to present an idea I had because I'm a fan of #css and I wondered what I could do with all the images I had on my computer. So I thought of creating this, a way of prototyping / presenting collections of images easily and quickly. (Soon accessible on your react projects thanks to the api). its still working progress 😅 The site is designed to be a creative hub, enabling creators of all levels to bring their artistic vision to life and share it with the world. More features to come, but for now here's a sneak preview Free plan (Creator Starter): Create visual collections Up to 5 collections 500MB upload per week Instant sharing of creations URLs in {username}/{collection name} format Creative freedom with unlimited customization options Presentation of creations in professional galleries Smooth workflow on all devices Integration with your favorite creative tools go to upload select files you want to add Create "flowers" collection now its on the website click “show public collection” to go to the editor click on “edit” in the top right-hand corner feel free to edit HTML or CSS now you can share your collection! blankpage.space is a platform for designers to showcase, organize and share their digital creations. Future features: The Pro plan is currently under development and will be available soon. A waiting list has been set up to notify you of the launch.  ( 3 min )

A post by Ranjith srt  ( 2 min )

🌱 A Humble Beginning I still remember the very first time I wrote a program — it wasn’t some flashy game or AI model. It was a simple Python script to print the Fibonacci series. At that time, I didn’t even fully understand what recursion or iteration was. All I knew was that the sequence started with 0 and 1, and each new number was the sum of the previous two. That logic fascinated me. It felt like uncovering a hidden pattern in nature, and I was the one bringing it to life with code. a, b = 0, 1 for _ in range(10): print(a) a, b = b, a + b Simple. Elegant. Powerful. After writing that program, I became curious. I wanted to know why the Fibonacci numbers were so famous. That’s when I stumbled upon something amazing — the Golden Ratio, approximately 1.618, which appears not ju…  ( 4 min )

Introduction When I decided to earn the AWS Certified Machine Learning Engineer — Associate credential, I expected a challenging but rewarding journey. And let me tell you — it delivered on both fronts. This exam is geared toward professionals who not only understand machine learning principles but also possess a solid baseline understanding of the AWS ecosystem. If you’re not at the AWS Solutions Architect — Associate level yet, you’ll want to strengthen those foundations first. One great option is taking this NetCom Learning course to build a robust AWS skill set, especially around storage, networking, compute, and security. Below, I’ll share how I approached this certification — from brushing up on my AWS fundamentals (as we all must do this from time to time) to getting hands-on with…  ( 5 min )

আপনি যদি ডকার নিয়ে কাজ করেন, তাহলে Dockerfile ফাইল লিখতে পারাটা একটি অনিবার্য কাজ আপনার জন্য। এই চিটশীটে Dockerfile এর primary instruction set গুলো সংক্ষেপে তুলে ধরা হলো—বাংলা ভাষায়, যেন সহজে শেখা যায়। 🐳 FROM FROM {image} FROM {image}:{tag} FROM {image}@{digest} Example: FROM node:18-alpine 🔹 ইমেজ তৈরি করার জন্য কোন বেজ ইমেজ ব্যবহার হবে তা নির্ধারণ করে। 👤 MAINTAINER (Deprecated) MAINTAINER আপনার নাম 🔸 ইমেজের লেখক (Author) হিসেবে তথ্য সংরক্ষণ করে। ⚙️ RUN RUN apt-get update && apt-get install -y curl 🔹 ইমেজ তৈরির সময় কমান্ড রান করে। 🧠 CMD: Shell vs Exec Example: CMD ["node", "app.js"] CMD ["/bin/ping","localhost"] 🔸 কনটেইনার চালুর সময় ডিফল্ট কমান্ড বা আর্গুমেন্ট নির্ধারণ করে। 🏷️ LABEL LABEL maintainer="আপনার নাম" version="1.0" 🔹 মেটাডাটা যোগ করতে ব্যবহৃত হয়। 🌐 EXPOSE EXPOSE 3000 🔹 কোন পোর্টগুলো অ্যাপ্লিকেশন শুনছে তা জানায়। 🌱 ENV ENV NODE_ENV=production 🔹 এনভায়রনমেন্ট ভ্যারিয়েবল সেট করে। 📂 ADD vs COPY Example: ADD ./source /app COPY ./source /app 🔹 COPY: সাধারণ কপি করা। 📁 VOLUME Example: VOLUME ["/data"] 🔹 হোস্ট বা অন্য কনটেইনার থেকে ডেটা মাউন্ট করার জন্য নির্দিষ্ট লোকেশন তৈরি করে। 📌 WORKDIR WORKDIR /app 🔹 পরবর্তী RUN, CMD, COPY, ADD ইনস্ট্রাকশনগুলো এই ডিরেক্টরিতে চালানো হবে। 🛠️ ARG ARG NODE_VERSION=18 🔹 বিল্ড টাইম ভ্যারিয়েবল যা --build-arg দিয়ে পাস করা যায়। 🔁 ONBUILD ONBUILD COPY . /app 🔹 ভবিষ্যতে এই ইমেজ অন্য কেউ FROM করলে তখন এই ইনস্ট্রাকশনগুলো চালানো হবে। 🛑 STOPSIGNAL STOPSIGNAL SIGKILL 🔹 কনটেইনার থামানোর সময় কোন সিগন্যাল পাঠানো হবে তা নির্ধারণ করে (যেমন SIGINT, SIGTERM)। 🏥 HEALTHCHECK HEALTHCHECK --interval=30s --timeout=10s --retries=3 \ CMD curl -f http://localhost:3000 || exit 1 🔹 কনটেইনার সুস্থ আছে কিনা তা পরীক্ষা করে। 📘 উপসংহার 🔜 পরবর্তী পর্বে: ফলো করুন এবং কমেন্টে জানান, কোন অংশটা আপনার সবচেয়ে দরকারি লেগেছে!  ( 4 min )

Working with 3D assets isn’t just about modeling anymore. It's about presenting, sharing, and approving those assets with internal teams, clients, and stakeholders — often without any 3D expertise on their end. That’s where DAM (Digital Asset Management) systems come in. But not all DAMs are ready for 3D. Here’s a short list of systems that do support 3D files — and one that goes far beyond simple storage. 🥇 1. Daminion — The Best DAM System for 3D Files Stored on NAS It’s designed for teams that work with complex visuals — marketing, product sales, engineering, and client services — and need a central place to store, preview, and present 3D content without opening a dozen tools. Why it stands out: Rotatable previews of popular 3D formats like .obj, .fbx, .stl, and more Previews load in s…  ( 4 min )

05:46 The Best Office Alternative for Linux (and Beyond!) — My Unexpected Discovery BHUVANESH M ・ May 16 #opensource #linux #onlyoffice #software  ( 3 min )

It’s been a while since our last major announcement - now, we’re happy to share Rabarber version 5, a new release of our role-based authorization gem for Rails. This release focuses on cleaning up and simplifying. We dropped legacy features that only added complexity, bringing Rabarber closer to what it was always meant to be. We also added more granular authorization controls and resolved a number of issues and design flaws along the way. With many improvements and fixes accumulated over the past year, upgrading is highly recommended. There are breaking changes, so be sure to check the migration guide. Find the repo and docs here: https://github.com/brownboxdev/rabarber Happy coding! Rabarber Developers  ( 3 min )

If you're managing virtual machines in Proxmox VE, and you want to see the IP address of a running VM. There is a easy to do it by using QEMU Guest Agent. Let me show you to do it in just a few steps. 1.Click on console button 2.install qemu-guest-agent 3.check the status of qemu-guest-agent.service 4.if it is not running 5.start qemu-guest-agent.service Finally, you can see the IP address if VMs inside Proxmox VE.  ( 3 min )

You’ve probably encountered situations where you need to write out a large number, and the longer it gets, the harder it is to tell how many digits it actually has. Is 130000000 equal to 13 million, 130 million, or 1.3 billion? At first glance, it’s a mess. $number = 130000000 // This number is 😐? One alternative is to use exponential notation, which makes the magnitude clear: $number = 130e6 // immediately obvious: 130 million 🤘 But for numbers like 133456115, writing it as 133.456115e6 starts to feel counterproductive. Starting with PHP 7.4, there’s a handy new syntax: the numeric literal separator. You can sprinkle underscores into your numbers to improve readability, just like you would in a miliseconds or any other long number that you want to ready clearly: $number = 130_000_000; // 🤩 WOW, that’s clearly 130 million! The underscores don’t change the value or the type: var_dump(130_000_000 === 130000000); // true (integer === integer) var_dump(130_000_000.000 === 130000000); // false (float !== integer) See the RFC for more details: PHP RFC PS: JavaScript supports a similar feature!  ( 3 min )

In my dev years and throughout my devrel career, I’ve spent A LOT of time wrangling APIs and devtools (together and separately). API governance is a pain, been for a while. Been there, cursed that, got frustrated - a LOT. Well, just recently I got affiliated with Voiden.md. Given this recent affiliation, I’ve been digging into API tools again. You know, checking what works, what is painful, etc. And I want your take as well. API specs and docs are critical for public-facing microservices, and some internal ones may need them even more. They’re a mess to manage. Currently, we have sources of truth scattered everywhere, specs drifting from code, docs living in another tool, you have some dashboards that nobody checks, and overall, governance is pure chaos. Most tools don’t help: Cloud sync…  ( 5 min )

Azure Firewall is a managed, cloud-based network security service that protects Azure Virtual Network resources. Organizations mandates centralized network security for the application virtual network. With the anticipated rise in application usage, there will be a need for finer-grained application-level filtering and enhanced threat protection. Additionally, the application is expected to require ongoing updates from Azure DevOps pipelines. Azure Firewall is essential for enhanced security within the app-vnet. A firewall policy must be established to regulate access to the application. An application rule within the firewall policy is necessary, permitting the application to connect to Azure DevOps for code updates and network rule in the firewall policy is required, enabling DNS resolu…  ( 4 min )

Hey folks 👋 Recently, I bought a Xiaomi RedmiBook 16 to get more mobility and separate my work environment. Everything was going great, until I booted into Linux and realized the Wi-Fi wasn’t working at all. After some digging, I found out the issue was related to the Qualcomm Atheros QCA6174 802.11ac Wireless Network Adapter. It turns out that after installing the OS or updating the kernel, the firmware breaks. Don’t ask me why, but several logs showed the adapter crashing on boot. If you’re facing the same issue, here’s a simple workaround that worked for me on Ubuntu. It should also help on other Debian-based distros like Kali, Mint, Deepin, Xubuntu and etc. When the kernel loads, the adapter crashes due to incompatible or missing firmware. You’ll likely see something like this in dmesg: ath10k_pci 0000:01:00.0: failed to fetch board data for bus=pci… ath10k_pci 0000:01:00.0: failed to load board file… To fix this, you need to manually replace the firmware files on your system. If you try searching online, you’ll find several tutorials recommending replacing the main firmware binary. The problem is, most of them point to the same source, and unfortunately, killernetworking.com has been offline for years. Luckily, I downloaded that binary back then and saved it to a personal drive, since this issue kept happening. I figured it might disappear one day... and it did. So I created a GitHub repository with a .deb package to make things easier. 1 - Clone this repository with this command: git clone https://github.com/rafael-hs/qualcomm-atheros-qca6174-firmware-adapter 2 - Enter the directory and install the .deb sudo apt install ./surface-go-wifi_0.0.5_amd64.deb 3 - Then reboot your system: sudo reboot That's it! After these steps, your Wi-Fi should be up and running. It worked perfectly on my Ubuntu install, and I’ve seen others confirm it on similar distros. If you run into any issues or have another solution, drop a comment. It might help someone else! Thanks for reading and good luck! 🚀  ( 4 min )

We’ve upgraded everything: medicine, space travel, warfare, communication. But education? Still stuck in the industrial age. Classrooms. Exams. Text-heavy content. One-size-fits-all lectures. It’s all based on a structure built to scale instruction, not understanding. And yet, the world we live in now demands the opposite personalized understanding at scale. Education today still designs for the “average” student, the imaginary median learner who doesn’t actually exist. In The End of Average, Todd Rose explains how institutions fail individuals by trying to serve a generalization. In reality, people learn at different speeds, through different formats, and with different motivations. Designing a system around everyone means it ends up serving no one well. We learn by thinking out loud, by …  ( 4 min )

In the previous blog, we explored how to integrate Fastlane for Android builds and Firebase App Distribution. Now, moving forward, let's shift gears and focus on the iOS side of automation—specifically, building your iOS app and uploading it to TestFlight using Fastlane. This guide is perfect for React Native developers who want to streamline iOS releases and reduce manual efforts. Fastlane simplifies the complex process of iOS builds and deployments by: Automating tedious tasks Reducing human error Saving hours of manual work Providing consistent builds every time First, install Fastlane using RubyGems: sudo gem install fastlane -NV The -NV flags ensure a verbose and non-documentation install, which is faster. Navigate into your iOS directory: cd ios fastlane init You’ll be prompted w…  ( 5 min )

If you're looking to build a simple and functional eCommerce project using PHP and MySQL, this Grocery Store Website is a great choice. Designed for students and beginner developers, this project simulates an online grocery shopping platform with features like product browsing, cart management, and order processing. 🔗 Download the complete project with source code here: 👉 Grocery Store Website Project in PHP with MySQL 🧾 Project Overview ✨ Key Features 👤 User Registration & Login 🛍️ Shopping Cart System 💳 Checkout & Order Management 🧑‍💼 Admin Panel: Add/edit/delete products and manage orders 🗂️ Order History: Users can view past orders 💻 Tech Stack 🎓 Ideal For: 🧠 Beginners learning CRUD and session management 👨‍💻 Freelancers developing eCommerce templates 💡 Startups prototyping grocery delivery platforms ⚙️ How to Run the Project https://projectsforeveryone.com/project/grocery-store-website-project-in-php-with-mysql/ Extract the ZIP file and move the project to htdocs (for XAMPP) Import the .sql file into your MySQL database via phpMyAdmin Open your browser and go to http://localhost/project-folder Start browsing or managing the store via the admin panel 👉 Click here to download the Grocery Store PHP Project 📝 Final Thoughts Whether you're a student, a beginner, or a hobbyist developer, this project will help you get hands-on experience in web development and online retail systems.  ( 4 min )

🤯Feeling Overwhelmed by AI? Everywhere you look, it’s: If you’re just starting out or midway into your coding journey like me, it’s easy to feel like you’re already behind. ✅ What AI is great at: Generating boilerplate code Suggesting syntax Explaining common errors Writing basic functions ❌What AI still sucks at: Understanding real users Solving open-ended problems Designing scalable systems Making smart trade-offs Making a creative work Example: AI can write a “To-Do List App” in seconds. But it won’t know if your users want reminders by email, SMS, or psychic vibes. Here’s how you beat AI: Play the human game. Think like a problem-solver: Ask better questions. Understand the "why" behind the feature. Design for people, not machines. Build with context: Example: AI made the image below using a simple prompt "give me image based on my blog topic" vs the the image generate with proper instruction (i.e. the cover image of this post) Seriously, don’t fight it—use it. Stuck on syntax? Ask AI. Need test cases? Let AI write the first draft. Confused by an error? Let it explain. But always double-check. AI makes stuff up sometimes (you prob already seen that). Want to stay ahead? Get really good at: Problem-solving Communication System design Product thinking These are things AI can’t fake. You don’t need to be faster than AI. You just need to be smarter, more thoughtful, and more human. Let AI do the boring stuff. You focus on building stuff that matters. Liked this post? Share it with a friend who’s stressed about AI. We’re all in this together—let’s build smarter, not just faster. 🧠💻 Got more advice? Drop it in the comments! I'd love to learn more and keep my stress levels down lol.  ( 4 min )

The Hidden Cost of Speed: How 'Just Make It Work' Breaks Your AWS Budget Why is it so challenging? How does the “Just do it” approach affect pillars? How do VPC interface endpoints fit into all this? Total costs Summary Why Isn't Cost Enough to Convince the Business? Components Table 🧩 Integrations Table 🔗 Key takeaways Working as a DevOps engineer is like juggling flaming swords while someone shouts, 'Can you deploy that by Friday?' Or worse, 'By 17:00 Friday.' Explaining that your solution should align with the six pillars of the AWS Well-Architected Framework is like asking for a seatbelt in a car that's already halfway down the hill—or opening your umbrella after the rain has passed. You need time, planning, and a roadmap—and nobody wants to hear that when the only goal is “just mak…  ( 10 min )

To Cache or Not to Cache: Tradeoffs Between In-Memory Checks and Database Queries In software engineering, many real-world problems boil down to tradeoffs, and one recurring decision is whether to query the database multiple times or fetch once and operate on data in memory. This seemingly small architectural choice can shape performance, reliability, and maintainability in ways that are easy to overlook but matter deeply in production. One of the most fundamental and frequently encountered tradeoffs revolves around data access: when faced with needing multiple pieces of information about a single entity (like a user or an order), should we fetch everything once and perform checks in our application's memory, or should we make several targeted queries to the database, asking for specific…  ( 9 min )

Beware the Evil Twin: Exploring Wi-Fi Impersonation Attacks Tan Yong He ・ May 20 #cybersecurity #security #networking #privacy  ( 2 min )

git status - O‘zgarishlar holatini ko‘rish git add - Faylni stagingga qo‘shish git add . - Hamma fayllarni stagingga qo‘shish git reset - Faylni stagingdan chiqarish git reset --hard - Barcha o‘zgarishlarni bekor qilish git rm - Faylni o‘chirish git commit -m "Izoh" - O‘zgarishlarni saqlash git commit -am "Izoh" - Staged va tracked fayllarni commit qilish git branch - Branchlar ro‘yxati git branch - Yangi branch yaratish git checkout - Branchga o‘tish git checkout -b - Yangi branch yaratish va unga o‘tish git merge - Branchni birlashtirish git branch -d - Branchni o‘chirish git log - Commit tarixini ko‘rish git diff - O‘zgarishlarni ko‘rish git diff - Branchlar orasidagi farq git show - Muayyan commit tafsilotlari git remote -v - Remote URL larni ko‘rish git remote add origin - Remote qo‘shish git push -u origin main - Push qilish va remote branchni bog‘lash git push - O‘zgarishlarni yuklash git pull - Remote o‘zgarishlarni olish git fetch - Remote o‘zgarishlarni olish (birlashtirmasdan) git stash - O‘zgarishlarni vaqtincha saqlash git stash list - Stash ro‘yxati git stash pop - So‘nggi stashni qayta tiklash git stash apply - So‘nggi stashni qo‘llash git reset --hard - Ma’lum commitgacha orqaga qaytish git revert - Ma’lum commitni bekor qilish uchun yangi commit yaratish git blame - Kim qachon nima o‘zgartirganini ko‘rsatadi git tag - Versiya teg qo‘yish git tag - Teg yaratish  ( 3 min )

Entrance Exams, Top Colleges and Career Options JEE Main (Joint Entrance Examination Main) Conducted by the National Testing Agency (NTA), JEE Main is the primary gateway for students aiming to enroll in undergraduate engineering programs at NITs, IIITs, and other centrally funded technical institutions across India. JEE Advanced (Joint Entrance Examination Advanced) This exam is for students who clear JEE Main and wish to seek admission to the prestigious Indian Institutes of Technology (IITs). JEE Advanced is known for its high difficulty level and rigorous assessment. Entrance Exam Preparation Guide Success in Engineering, Medical, Law, Indian Navy, Architecture, Hotel Management, Fashion Designing, and Defense & Marine Entrance Exams requires a structured approach. Start early with a c…  ( 4 min )

Hello 👋 Back for a new MyUnisoft technical article, this time with the help of my colleague Nicolas MARTEAU. Today, we will share our journey to completely refactor our document management architecture and how we migrated from Nextcloud to Azure S3 as our storage technology. We weren’t able to cover every detail—both for security reasons 🛡️ and to protect sensitive data 🔒—but I hope you will enjoy what I could share. 😊 Until now, we have managed several tens of millions of documents with Nextcloud. However, stability and performance had become an issue, with regular downtime 🕒 and delays ⏳ of several minutes for a simple document upload at times. 💬 These upload delays sometimes led to misunderstandings among users. For example, in certain integrations, it was not uncommon for users t…  ( 9 min )

Quando pensamos em internacionalização (i18n) em projetos Rails, a abordagem mais comum é utilizar a API nativa do framework com chaves de tradução. No entanto, recentemente descobri uma alternativa que torna esse processo mais direto e com maior visibilidade do conteúdo traduzido: o uso do GetText. GetText é um framework utilizado no ecossistema Linux, que oferece um conjunto de ferramentas para facilitar a tradução de textos em aplicações. Integrado ao Rails, ele permite uma forma mais automática de localizar strings, sem a necessidade de criar e gerenciar nomes de chaves. No modelo tradicional com I18n, criamos chaves de tradução e mapeamos seus conteúdos em arquivos YML. Nas views, essas chaves são utilizadas da seguinte forma: t(".empty_state_message") # => Nenhum resultado encontrado…  ( 5 min )

I’ve spent the last few weeks organizing and refining my own incident response process for AWS. From handling Security Hub alerts to writing custom SES and Slack notifications, I needed more than just a checklist — I needed an actual toolkit. So I built one. ✅ A printable incident response checklist for triage ✅ An editable IR playbook aligned with ISO 27001 + AWS best practices ✅ Notification flows using EventBridge, SES, and Slack ✅ A cloud forensics tool matrix to guide acquisition and analysis ✅ Deployment-ready Terraform + Lambda code for alerting automation After publishing my free IR checklist on my blog, I realized many teams (and individuals) still struggle with: Rebuilding IR processes from scratch Responding to findings without a clear comms path Automating triage across teams or accounts I bundled everything I use — templates, scripts, docs — into one focused toolkit. When I started planning IR action plans this would have helped me a lot. You can explore the full breakdown + story behind it here: https://thehiddenport.dev/posts/aws-ir-toolkit/ And if you’re ready to grab it: Download the AWS IR Toolkit on Gumroad (€9) Includes all future updates, and a community where you can suggest changes. 💬 If you've built your own IR tools or want to share feedback — I'm all ears. This is version 1.0, and I plan to keep refining it. Thanks for reading — and stay sharp out there. – Javier  ( 3 min )

A new market catalyst is emerging from the intersection of political influence and crypto assets. The team behind the TRUMP memecoin has announced an exclusive gala dinner with former U.S. President Donald Trump, inviting the top 220 holders of the token. The top 25 will also receive a private tour of the White House. This event has generated increased interest in several related altcoins, particularly due to the potential visibility, speculative flows, and network effects surrounding the TRUMP ecosystem. The following three assets are positioned to benefit from this surge in attention. Technical Outlook: Bullish scenario: A breakout above the $0.267 resistance level could open the door to $0.279 as the next target. Bearish scenario: A failure to maintain support at $0.261 could lead to a…  ( 4 min )

If you're looking for a Java-based project that simulates a real-world application with a rich set of features, the Tourism Management System is an excellent choice. Whether you're a student, developer, or someone exploring Java projects for hands-on learning, this project demonstrates how to handle data-driven workflows, user interfaces, and multi-module logic efficiently. 🔗 Download the Complete Source Code Here: 👉 Tourism Management System Project in Java 💼 What is the Tourism Management System Project? Customer information Tour packages Booking and payments Admin/user login system Package details and updates Built using Java and Swing, it provides a desktop-based solution that mimics real-world travel agency software. 🚀 Key Features 🌐 Tour Package Management: View, add, and manage packages 🧾 Booking System: Tour booking functionality with customer details 📅 Date & Duration Handling: Schedule tour dates and durations 📂 Data Storage: Uses local file storage for data persistence 🛠️ Tech Stack Used 🎯 Who Can Use This Project? 👨‍💻 Java Learners – to practice GUI, file handling, and user authentication 🏢 Startup Demos – for tour or travel startup prototypes 🧩 Future Enhancements 💾 Connect to a MySQL or SQLite database instead of file storage 🌐 Make it web-based using JSP/Servlet or Spring Boot 📱 Develop a mobile version using JavaFX or Android 📊 Add a dashboard for analytics and reports 📦 How to Use the Project Open the project in your preferred IDE (NetBeans recommended) Compile and run the main file (Main.java or equivalent) Start using the system as a user or admin 👉 Click here to download the Tourism Management System Project in Java 📝 Final Thoughts It’s not just a project — it’s a complete learning package.  ( 4 min )

As the workplace continues to evolve, so does the infrastructure behind it. In the era of remote work, hybrid teams, and AI-enhanced HR, developers play a critical role in shaping the tools that power the future of work. At the heart of that evolution? APIs. Whether you're building for internal HR systems, scaling a SaaS product, or integrating third-party platforms, understanding how to navigate HR tech APIs is now essential. Here’s what developers need to know about building smarter, more human-centered integrations. HR Is Now an API-First Domain Gone are the days of siloed HR software. Today, most HR functions—payroll, benefits, onboarding, performance reviews—are API-accessible and designed to integrate with broader enterprise ecosystems. Some major players in the space offering robust…  ( 4 min )

Hey Dev.to friends! 👋 I’m just starting out with Python and honestly, every little step feels like a big victory. I’ve been working through some beginner problems, and while they might look simple to many, for me they’re a huge deal — and I wanted to share what I’ve learned so far. If you’re new to coding or struggling to get started, this is for you. Let’s celebrate the small wins together! Here’s what I tackled recently: Even or Odd Number Checker I learned how to use if-else conditions and handle errors gracefully when the user enters something unexpected. It was my first lesson in writing friendly code that doesn’t just break. Reverse a String Without Built-ins No shortcuts here! I figured out how to reverse a string by looping through each character — it really made me think like a programmer. Counting Vowels in a String This taught me how to loop through strings and do checks. Also, I learned that converting characters to lowercase makes checking easier, which was a neat trick. Celsius to Fahrenheit Converter I applied a real-world formula and added input validation — so the program politely asks for valid numbers instead of crashing. Word Count in a Sentence A simple but powerful way to split strings into words and count them, opening the door to more text processing challenges. Why This Matters Every expert was once a beginner. Small wins add up to big progress. Writing code is as much about mindset as it is about syntax. If you’re learning, don’t underestimate the power of these early steps. They build confidence and a solid foundation to tackle bigger challenges. What’s Next? Thanks for reading my story! 🙏 Happy coding! 💻✨  ( 4 min )

Security and authentication are one of the most important aspects of any application. ASP.NET Core Identity offers developers a powerful way to manage users, roles, claims, and perform user authentication for web apps. Today I want to show you practical approaches to customizing ASP.NET Identity step-by-step. We will explore: How to adapt the built-in Identity tables to your database schema How to register and log users with JWT tokens How to update user roles and claims with Identity How to seed initial roles and claims using Identity. Let's dive in! On my website: antondevtips.com I share .NET and Architecture best practices. Subscribe to my newsletter to improve your .NET skills. Download the source code for this newsletter for free. ASP.NET Core Identity is a set of tools that adds log…  ( 10 min )

The command line got cool while you were stuck in the 2000s here’s how to level up Introduction Let’s be honest: if you’re still using the default terminal that came with your distro, it’s like showing up to a boss fight with a wooden sword. For a long time, the terminal was just… functional. You open it, run a few commands, maybe even SSH into something if you’re feeling fancy. But in 2025? That’s not enough. The modern dev stack has evolved and so have terminals. We’ve entered the age of GPU-accelerated rendering, autocomplete with AI, hyperconfigurable shells, and terminals that are so pretty they make your IDE jealous. Yet most of us are still stuck on gnome-terminal, xterm, or cmd.exe (gasp). It’s like driving a 1999 Corolla on a Formula 1 track. Respectable, but why? This article is …  ( 9 min )

Let’s be real: Ethereum is powerful, but it ain’t cheap. If you’ve ever written a Solidity contract and watched it burn gas faster than a Lamborghini in sport mode, this one’s for you. Whether you're minting NFTs, building DeFi protocols, gas optimization is the secret sauce to saving your users (and yourself) from unnecessary costs. Here are gas-saving tips every Ethereum developer should know in 2025 explained simply, with zero fluff. 1. Use uint256 by Default (and Consistently) uint8 or uint32 saves gas. Nope. uint256. It’s the native word size of the EVM and cheaper when used alone. // This is optimal: uint256 public totalSupply; // Not this: uint8 public totalSupply; // More expensive unless packed Rule: Go small only when you’re packing multiple variables into a single storage s…  ( 5 min )

You know that moment when you're 14 files deep in a codebase, three coffees in, and wondering if the grep gods are listening? I decided enough was enough — it was time to build a coding buddy that actually answers back. Enter ApolloAgent, my latest side project, now open-sourced and live on GitHub. 🔗 GitHub Repo ApolloAgent is a terminal-based AI code assistant that uses Ollama under the hood with: 🧩 Function calling 🔧 Tool chaining 🧠 Chat memory ✍️ File editing 🔍 Grep-style codebase searching 🗃️ A plugin-like tool registry ...and just enough sarcasm to replace my inner monologue. This project is a proof of concept (PoC) I built mainly for studying how to implement an AI agent from scratch — exploring how to handle prompt engineering, tool use, function calls, memory, and dec…  ( 4 min )

Introduction It’s 2025, and the tech world is drunk on AI. Startups are churning out AI-powered chatbots, image generators, and predictive analytics tools faster than you can say “large language model.” Venture capitalists are throwing money at anything with “AI” in the pitch deck, and developers are racing to build the next viral app that promises to “disrupt” everything from dog-walking to quantum physics. But while everyone’s chasing the AI gold rush, there’sទ System: Your codebase is a mess, and the AI knows it. You’re not fooling anyone. Meanwhile, your legacy systems—those creaky old apps written in Python 2.7 or PHP 5—are collecting digital dust, riddled with bugs and technical debt. Nobody’s fixing them. Why? Because building a shiny new AI app is sexier than refactoring a decade…  ( 9 min )

When you search for Python web frameworks, Django, Flask, and FastAPI consistently appear. Our latest Python developer survey results confirm that these three frameworks remain the top choices for developers using Python for backend web development. All three are open-source and compatible with the latest Python versions. Django Django is a "batteries-included" full-stack web framework used by companies like Instagram, Spotify, and Dropbox. Hailed as "the web framework for perfectionists with deadlines," Django was designed to make building robust web applications simpler and faster. There are many reasons why Django remains one of the most widely used Python web frameworks, including: Extensive Functionality: Django's "batteries-included" approach provides built-in features such as aut…  ( 9 min )

Traveling by train in India is an experience like no other. The rhythmic chugging of the train, the scenic views, and the joy of sharing meals with fellow passengers make it special. But what if you’re hungry and want to order food through a service like RailRecipe? Before you place your order, it’s smart to check train seat availability to ensure a smooth dining experience. Knowing your seat status helps you confirm your journey details and avoid any hiccups while ordering food. In this blog, I’ll guide you through the simple steps to check seat availability and order food via RailRecipe, using easy-to-follow tips in plain English. When you travel by train, your seat or berth is your little home for the journey. Checking railway reservation seat availability ensures you know exactly wher…  ( 6 min )

I've been using Sonatype Nexus Repository Community Edition (or just Nexus) for some time as a npm repository. While using it, I've observed, that it requires quite a lot of storage. So I decided, to analyze the storage usage and I present my results in this article. For this article, I've downloaded the latest version of Nexus and analyzed its storage requirements with the following configuration: Version: 3.79.1-04 Database: Embedded H2 Blob store type: File For npm, Nexus provides the following repository types, each serving a distinct purpose and having specific properties: Hosted Proxy Group Hosted repository is designed to store npm packages that are published internally by an organization. This type of repository provides a private space for proprietary or custom packages, allowing…  ( 6 min )

Are you ready to start your journey into the world of web development? If you're searching for a dynamic and beginner-friendly way to build powerful websites, you’ve probably come across PHP. This PHP Programming Language Tutorial by Tpoint Tech is designed to be your first step into the world of backend development, giving you the knowledge you need to get started—even if you’ve never written a line of code before. What is PHP? PHP, which stands for "Hypertext Preprocessor," is a widely-used open-source scripting language primarily suited for web development. Unlike HTML and CSS, which control how things look on a website, PHP is all about functionality—handling forms, connecting to databases, generating dynamic page content, and more. It is used by some of the biggest names on the web, i…  ( 5 min )

🧩 The Challenge: UX That Converts for Niche eCommerce My client runs a personalized padel t-shirt eCommerce site. They wanted: Faster and more relevant product search The ability to personalize empty state experiences Future integration with an AI chatbot This wasn’t just about search — it was about making intelligent UX part of conversion rate optimization (CRO). We chose Orama.search for its: Lightweight architecture and speed Native support for vector-based search (with OpenAI embeddings) Developer-friendly API (can be updated via REST, CLI, SDKs) It let us go beyond standard search to implement answer engine logic, automations, and personalized search outputs — all while staying fully headless. Instead of manually syncing product data to the vector database, we automated the process…  ( 5 min )

Setting the Stage for Next-Gen Software Development In this fast-evolving environment, successful enterprises are those that adapt quickly, embracing cutting-edge technologies to build software that is not only functional but intelligent, scalable, and secure. This blog explores the key trends shaping the future of enterprise software development and highlights the best practices organizations should adopt to stay competitive and innovative. The New Era of Enterprise Software AI and Machine Learning Integration: AI/ML models are being embedded directly into software applications to enhance decision-making, automate processes, and personalize user experiences. From chatbots and recommendation engines to predictive analytics, AI is revolutionizing how software serves business needs. DevOps a…  ( 5 min )

Introduction In the glitzy world of AI, where generative models like GPT-4o and Claude strut their stuff with headline-grabbing demos, a quieter revolution is brewing. These are the unsung heroes of software development: AI tools that work behind the scenes, silently tidying up your codebase, automating your CI/CD pipeline, or catching bugs before they crash your app. They don’t demand applause or a spotlight—they just get the job done. Welcome to the rise of quiet AI, the minimalist, under-the-radar tools that are revolutionizing developer workflows without stealing the show. In 2025, developers are drowning in complexity—version fatigue, sprawling codebases, and endless tooling updates (as we’ve discussed in our prior chats about predictive coding and messy codebases). Quiet AI tools, …  ( 9 min )

Web application firewalls (WAFs) are essential for protecting your apps from common threats like SQL injection, XSS, and bot attacks. Whether you're deploying a side project or securing production APIs, a good WAF can block many threats before they even reach your backend. And the best part? You don’t need to pay to get solid protection. Here are 5 of the most reliable, developer-friendly open-source WAFs available in 2025. SafeLine is a high-performance reverse proxy with a built-in, intelligent Web Application Firewall. It protects against SQL injection, XSS, and HTTP Flood using advanced semantic analysis — making it a solid pick for developers who want strong, modern protection out of the box. It features a user-friendly interface, detailed traffic analytics, and supports flexible dep…  ( 4 min )

As a senior software engineer with over a decade of experience in building secure systems, I’ve seen firsthand how critical encryption is to protecting user data in an era of increasing cyber threats. Signal Private Messenger stands out as the gold standard for secure communication, and its cornerstone is end-to-end encryption (E2EE). In this first article of our series, we’ll explore the technical foundation of Signal’s E2EE, why it’s essential, and how it compares to other messaging apps. Understanding End-to-End Encryption End-to-end encryption ensures that only the sender and intended recipient can read a message. When you send a message on Signal, it is encrypted on your device using the Signal Protocol, a robust cryptographic framework developed by Open Whisper Systems. The message r…  ( 5 min )

The real estate industry is undergoing a long-overdue digital transformation, and at the heart of this change is artificial intelligence (AI). From smart property recommendations to dynamic pricing and predictive maintenance, AI is no longer a luxury for PropTech companies—it’s a competitive necessity. But for startups, the idea of integrating AI can seem daunting. You’ve got limited runway, a lean tech team, and pressure to deliver MVPs yesterday. The good news? You don’t need a data science PhD or a million-dollar budget to get started. This article explores how PropTech startups can adopt AI affordably, and even strategically outpace larger competitors by being agile, experimental, and smart about AI integration. AI isn’t just about automation—it’s about better decisions. In the PropTec…  ( 6 min )

Introduction Ever asked an AI to “make me a sandwich” and gotten a 500-word recipe for a virtual sandwich, complete with ASCII art of bread slices? Or prompted it to “write a love letter to my cat” and received a Shakespearean ode that’s both touching and slightly unhinged? If so, congratulations: your AI model thinks you’re weird. Don’t take it personally—it’s not judging you (well, not exactly). It’s just trying to make sense of the gloriously messy, unpredictable thing that is human intent. In 2025, AI models like me, Grok, or competitors such as GPT-4o and Claude are marvels of engineering, capable of generating text, code, and even creative stories with uncanny accuracy. But the relationship between what you mean and what the AI does is a strange dance of probability, context, and o…  ( 10 min )

Sweden continues to lead the charge in digital innovation and user-centric technology solutions in 2025. With its strong emphasis on design, clean code, and functional UX, the Swedish tech landscape is home to some of the most innovative web development firms in Europe. Here are the top 6 web development companies in Sweden that are setting new standards in 2025: 1. Beetroot AB Company Overview Services Web and mobile app development Dedicated development teams IT consulting UX/UI design Team Size Why Choose Beetroot AB? 2. Bluell AB Company Overview Services Full-stack web development Custom SaaS solutions UI/UX design Cloud consulting IoT Products Mobile app development Team Size Why Choose Bluell AB? 3. Bombayworks Company Bio Services Offered Web Development Data-Driven UX Optimization CMS Implementation Digital Product Strategy Team Size Why Choose Bombayworks 4. Niteco Sweden Company Bio Services Offered Enterprise Web Development CMS (Sitecore, Episerver) Integration Mobile Development Marketing Automation Team Size Why Choose Niteco Sweden 5. Sphinxly AB Company Bio Services Offered Custom Web Development WordPress Development E-commerce Development UX/UI Design Website Maintenance & Support Team Size Why Choose Sphinxly AB Final Thoughts This article was published by me on Medium, and I'm sharing it here for educational and informational purposes only https://medium.com/@farheen13/top-5-web-development-companies-in-sweden-in-2025-d134f1ed790a  ( 5 min )

A few years ago, detecting and responding to cyber threats meant signature-based systems, rule-heavy SIEMs, and a team of analysts swimming in alerts. Fast forward to today—and suddenly, it feels like cybersecurity is quietly undergoing a transformation right under our noses. What changed? We now have systems that can learn normal behavior, adapt to new threats in real time, and even simulate attack paths before they’re exploited. Not perfectly. Not universally. But undeniably. Whether you're deep in blue team operations or building dev tools, chances are you’ve already interacted with some layer of this new approach—whether you realized it or not. This isn’t just about automation. It’s about augmentation. Modern cyber defense strategies aren’t just faster—they’re smarter. But here’s the question that’s been stuck in my head lately: Are we trusting the machines too much, or not enough? Because while AI-based tools are making a real impact—from anomaly detection to adaptive access control—they’re also introducing new risks. Model poisoning. False positives at scale. A widening skills gap. And worst of all, a sense of overconfidence that the system will “catch it.” So where’s the balance? There's a free masterclass happening on 28th May that's diving into this exact space. It’s framed for IT leaders, but it looks like anyone interested in practical insights and forward-thinking strategies would benefit. I’ve already signed up, so if you’re exploring this frontier too, maybe we’ll cross paths there. 👉(https://www.netcomlearning.com/webinar/Cybersecurity-Masterclass-How-AI-is-Redefining-Cyber-Defense?utm_source=devto.com)  ( 3 min )

Hey devs! 👋 I'm excited to share that I’ve officially launched my Fiverr profile where I’m offering freelance services in React.js and Tailwind CSS. After building multiple personal projects and honing my frontend skills, I decided to take the leap into freelancing. If you're a designer, startup founder, or developer looking to bring your designs to life — I’d love to help! Convert Figma/PSD designs to responsive React + Tailwind code Build personal portfolios or landing pages Clean UI with mobile-first design and fast performance Bug fixes and UI enhancements in existing React apps 👉 fiverr.com/takshil_dev I'm open to collaboration, feedback, or just connecting with other devs here! Let’s build something cool together. 🚀 react #tailwindcss #freelance #fiverr #webdev #frontend #devto  ( 3 min )

In Part 1, I wrote about how I transitioned from working with a team to building solo. Once I made that decision, I needed to start somewhere - and for me, that was authentication. This post covers how I approached it using FastAPI, why I avoided localStorage, and how I made authentication declarative with a custom router. There are many ways to handle authentication, but I chose the most popular and relatively reliable approach: JWT auth. The spec generally assumes two endpoints: One to get an access + refresh token One to get a new access token if the previous one has expired The client needs to store these tokens somewhere and send them with each request—usually in headers. They're often stored in localStorage, which isn’t very secure. But I wasn’t as concerned with security (this isn’…  ( 5 min )

Imagine someone says a word out loud: “eight” or “ate”. To a human ear, they sound almost identical, most people couldn’t tell them apart without context. So how does an AI system like Google Assistant or Siri know what the speaker meant? That’s where the beauty of speech recognition and natural language processing (NLP) kicks in. Let’s understand it down step by step: When you speak, your voice creates vibrations in the air. A microphone picks up those sound waves and converts them into digital data, essentially, a stream of numbers that represent how your voice changes over time. But AI doesn’t listen to this data the way humans do. Instead, it transforms it into a spectrogram, a visual map of sound over time. It’s like a heatmap that shows: Pitch (high or low sounds) Intensit…  ( 5 min )

With Redis, your Spring Boot app can become faster and handle more traffic without breaking a sweat. This article will show you how to set it up step by step. However, before diving deep into Redis, we need to understand the concept of caching. Cache Cache is a fast, small, temporary storage frequently used by the computer or application to store and access important data. It stores data in a key-value format. By leveraging cache memory, we can minimize database calls, improving application performance since database queries are typically resource-intensive. The main objective of a cache is to speed up the retrieval of data by making a copy of the data in a location that can be accessed faster than the source or database. A cache is a small and fast, efficient memory space that an appli…  ( 9 min )

Online learning platforms like Udemy have always focused on delivering high-quality education at scale. With the integration of advanced AI systems—particularly chatbots powered by Retrieval-Augmented Generation (RAG)—Udemy is now elevating how students learn, explore, and engage with their courses. This image from Udemy's website shows an intelligent AI chatbot interface embedded directly within a course. But what’s happening behind the scenes is even more exciting. Udemy is leveraging cutting-edge technologies to convert video content into a powerful knowledge base that students can interact with naturally. Let’s break down how this works—and why it’s a game-changer for learners. 📝 Transcription: Course videos are first transcribed using automatic speech recognition (ASR), converting le…  ( 4 min )

Object-Oriented Programming OOP stands for object-oriented programming. It is a programming paradigm that revolves around the object rather than function and procedure. In other words, it is an approach for developing applications that emphasize on objects. An object is a real Procedural Programming OOPS programs are divided into parts called functions Programs are divided into objects Overloading is not possible Overloading is possible Inheritance is not possible Inheritance is possible Data hiding is not present Data hiding is present It follows a top-down approach It follows a bottom-up approach It focuses on the process. It focuses on data. Ex:- C, Pascal etc. Ex:- Java, C++, Python etc. OOP Concepts in Java Java follows Object-Oriented Programming (OOP), whi…  ( 10 min )

Nothing reveals a billionaire mindset quite like their spending habits. After all, to earn serious money, you first need to know why you want it. At first glance, it looks like madness - mushrooms on the orbit, banana art, tigers in Lambos. Crypto's wealthiest often seem to turn spreadsheets into spectacle - burning millions on stunts that feel more absurd than strategic. But what if that chaos is the clue? Maybe how they spend their wealth says more about how they earned it - and how they think. And maybe, just maybe, the ability to reprogram markets... comes with the urge to reprogram reality, too. 🛰 $55M to orbit the Earth’s poles (and grow mushrooms) 💰 A $2M treasure hunt - buried across the U.S. 🍌 The banana that became a $5M media weapon Yes. Strategic? Absolutely! 🦍 The James Bond of crypto… or Ace Ventura? 🪐 From Mars to Mercury (Freddie's, not the planet) So what are we really looking at? rare thinking that made these people billionaires: a comfort with risk, a hunger for attention, and a willingness to break the script entirely - in business and in life. So the real question isn't "why did they buy that?", it is: How wild do your ideas need to be... to be worth millions? *based on insights from this great write-up by TheStreet: The Wild Roster of Crypto Billionaires  ( 4 min )

About a month ago, I shared how my internship and final semester project came together perfectly, giving me the chance to dive into Laravel while building a platform to reduce food waste by connecting businesses with surplus food. I’m excited to say we’re nearly done! Over the past few weeks, our team has been polishing the app — fixing bugs, refining the user experience, and preparing for launch. The backend and database will be hosted soon, making the platform live and accessible. Looking Back at the Tech Stack: Backend: PHP Laravel — my internship experience gave me a strong foundation here, and I’ve deepened my understanding of scalable architecture, API development, and ORM relationships. Frontend: React — my teammate has built a clean, responsive UI that complements the functionality we’ve worked hard to develop on the backend, resulting in a seamless user experience across the platform. Database: MySQL — we designed the schema to handle complex relationships efficiently, especially for managing users, food listings, and organization profiles. This project has been both technically and personally rewarding. We’ve approached it like a real-world product, learning through every challenge. What’s Next: Deploying the backend and database online Final usability testing Gathering feedback for improvements If you’ve worked on something similar or have any tips for hosting and scaling Laravel apps, I’d love to connect and learn from your experience. Thanks for following along — more updates soon!  ( 3 min )

What breaking AI workflows taught me about the future of engineering. In traditional software development, when something breaks, you look at the logs. You dig into the stack trace, inspect variables, step through the debugger, isolate the bug. In AI-powered applications, that world is gone. When an LLM fails, there’s often no crash, no error, and no stack trace. Just a subtly wrong response. A hallucination. A weird behavior that’s technically correct but totally wrong for your user. Debugging becomes conversational. And that changes everything. In our product Linkeme, we rely on prompts to: Generate social media content Choose relevant CTAs Compose visual overlays And yet, some of the most frustrating bugs we faced early on didn’t come from bad code — but from poorly constructed prompts.…  ( 4 min )

Unlike traditional hardware firewalls that protect at the network edge, a software firewall is installed directly on host machines, virtual instances, or endpoints. Its primary job is to inspect, filter, and manage data traffic based on customized security rules. This digital guardian monitors both inbound and outbound connections, blocking suspicious activity and allowing only trusted communication to flow through. Whether it's a server, laptop, or cloud-based instance, a software firewall ensures that devices remain guarded—regardless of where they’re located. Software firewalls function by analyzing data packets using intelligent filtering techniques. They offer controls such as application-level monitoring, port and IP address restrictions, and real-time traffic evaluation. Administrat…  ( 4 min )

Deploying your frontend app to Vercel using GitLab CI/CD offers an efficient and automated solution for continuous delivery. In this guide, we'll walk you through the process of setting up a GitLab CI/CD pipeline that deploys your app to Vercel every time you push changes. This automation ensures your application is always live and up-to-date, reducing manual intervention and errors in your deployment workflow. In this guide, we'll cover the entire setup process, from configuring your GitLab pipeline to setting up environment variables like the Vercel API token. You'll also learn how to write the deployment script that ensures seamless deployment every time. By the end of this article, you’ll have a fully functional deployment pipeline that integrates seamlessly with Vercel. Before you pro…  ( 7 min )

At Provaantech, we're committed to enabling businesses to change with scalable digital solutions. In 2025, it's no longer a matter of having a website—it's about creating smart, user-centred platforms. *What We Do?* Custom software & mobile app development. Cloud migration & DevOps. AI/ML-powered solutions. *Why Choose Us? * *Real Results* Contact us at provaantech.com, and let’s build something great together.  ( 3 min )

Introduction AI powered interview platforms are now common in hiring, asking questions tailored to your skills and analyzing your answers with little human effort. They seem like a smart way for companies to find talent quickly. But a serious worry is starting to surface, especially for developers and job seekers like you: some bad actors might be using these platforms to pull sensitive company information from candidates. What feels like a normal job interview could actually be a sneaky way to collect corporate secrets and sell them to third parties. This is a real issue that needs attention, because many people do not even realize it could be happening to them. Experienced developers, especially those with many years in the industry, are noticing something strange when they go through …  ( 6 min )

Salesforce events in Colombia 2025 offer an exciting mix of innovation, networking, and skill-building opportunities. This year, the main conference in Bogota has evolved into the Agentforce Tour Bogota, historically known as the Salesforce World Tour Bogota. From flagship gatherings to community-led meetups, Salesforce events Colombia provide excellent ways to sharpen your skills, grow your network, and stay ahead in the dynamic CRM ecosystem. Whether you are a developer, administrator, or business leader, attending a Сolombia Salesforce event can significantly boost your professional journey. Types of Salesforce Events in Colombia Agentforce Tour Bogota Dreamforce 2025 — Join from Colombia Online Trailblazer Community Meetups in Bogotá 2025 Conclusion: Why Attend Salesforce Events in Col…  ( 5 min )

The recipe first Avoid using ObjectId Type for Ambiguous Typing System Across Tiers by favoring Strings instead. This will result in simpler backend types and DTOs that are reusable at the front end without requiring any special tools. The main disadvantage of this approach is a slight decrease in performance, as strings are larger than ObjectIds and can impact fast sorting operations. This scenario originated from a real application. It seems we followed the basic rules in different steps but ultimately failed. It would be great if we had changed the architecture at the start. Our application has a stack consisting of NestJS, Angular, and Mongoose, all written in TypeScript. We successfully implemented reusing typings across tiers, but it appeared complicated. Each tier had its own typing system, which could have been optimized. A clue to the problem is that the type of the primary field _id is ObjectId, a complex type present only on the backend. This made it unnatural for it to be used on both the frontend and backend. Some tools were implemented to reuse these types on ObjectId. New UI types were created, which seemed to improve the application's typing system. However, the application became convoluted, and we didn't want to research the case of using plain string IDs because we thought our approach was correct and it worked everywhere except for MeteorJS projects. If we refused to use the ObjectId type, we could eliminate the need for these tools, new UI types, and even DTOs that work on both frontend and backend. To test this idea, we created a separate project where I implemented the concept. The only disadvantage is the potential impact on MongoDB performance, which I couldn't measure. Additionally, we experimented with meaningful primary IDs where demanded custom solutions where string type is demanded.  ( 3 min )

In today’s digital era, cloud computing has become the foundation of innovation — and for me, Amazon Web Services (AWS) was the gateway into this transformative world. What started as simple curiosity soon evolved into a structured learning path filled with hands-on experience, live training, and a growing sense of purpose. This journey not only helped me build technical skills but also led me to become a part of something bigger: the AWS Community Builder Program. In this article, I’m sharing the key milestones, resources, and lessons that shaped my AWS cloud journey — from the first badge to joining a global community of cloud enthusiasts. This article outlines the learning path I’ve followed so far, along with the resources that helped me build cloud skills step by step. I kickstarted …  ( 8 min )

PostgreSQL just announced 18 beta 1 on May 8, 2025. While some features may still be dropped, it's worth taking a look. PostgreSQL 18 introduces a significant enhancement under the hood with its new asynchronous I/O (AIO) subsystem. According to the official release notes, this feature is designed to increase I/O throughput and to hide I/O latency. It can be enabled via the io_method server variable. For Linux users, this means io_uring can be leveraged, while a worker-based implementation is available for all platforms. The initial implementation focuses on file system reads, including sequential scans, bitmap heap scans, and vacuums. A new system view, pg_aios, will also be available to show file handles used for AIO. DBA Note: Finally, AIO! The promise of 2-3x performance improvements o…  ( 6 min )

Some time ago, I published a hands-on guide on HackerNoon about Leveraging OpenAI and JS File API that became extremely viral and gathers attention of around 50K readers. In it, I walk through a real-world scenario where you combine: 🧠 OpenAI’s powerful LLMs - to send meaningful prompts to OpenAI 📂 JavaScript’s File API - to extract and stream file content using the JS File Reader API ⚙️ Frontend logic that bridges both - code snippets, UX tips, and more You’ll learn how to build a seamless experience where your app can take an uploaded file, process its contents, and produce smart, contextual responses — all inside the browser. This piece is ideal for frontend developers, indie makers, and AI-curious engineers who want to bring ChatGPT-style intelligence into their UIs today. And if you end up building something cool with it — I’d love to hear about it! Join me on my "🍏 Daily Tech" Space 🔸 YouTube 🔸 LinkedIn 🔸 X 🔸 Instagram For mentorship — submit your request on CodeLikeAndrew.io. Let’s grow personally and professionally together!  ( 3 min )

Dalam dunia pengembangan perangkat lunak modern, Application Programming Interface (API) memegang peranan krusial sebagai jembatan penghubung antara berbagai layanan dan aplikasi. Kemampuan untuk merancang, membangun, menguji, dan mendokumentasikan API secara efisien menjadi kunci kesuksesan proyek. Di sinilah peran alat bantu seperti Postman menjadi sangat penting. Postman adalah platform kolaborasi untuk pengembangan API yang menyederhanakan setiap langkah dari siklus hidup API, mulai dari desain dan mocking hingga pengujian dan pemantauan. Artikel ini akan memandu Anda secara rinci tentang cara mengunduh dan menginstal Postman di sistem operasi Mac, Windows, dan Linux. Lebih jauh lagi, kami akan memperkenalkan Apidog, sebuah alternatif Postman yang menawarkan berbagai keunggulan signifi…  ( 12 min )

Hi, I'm the developer of JavaFactory — a code generation tool that automates Java development using LLMs. Most AI code tools I've tried (like Cursor, Copilot, etc.) produce general-purpose code that's often unusable in real-world projects. They might write code quickly, but the result is: unpredictable, hard to maintain, and often completely wrong ( not usable ). So I built something different: A tool where I can explicitly define patterns and precisely control which classes are referenced. Yes, it takes some upfront work to define the rules. But the result? → Code that's testable, maintainable, and consistent with your actual architecture. In this demo, 400 lines of Java code (including tests) were generated in 20 seconds. All tests passed without manual edits. If you're tired of copy-pasting boilerplate and want AI that respects your structure — give this a try. 🔗 GitHub: link JetBrains Marketplace  ( 3 min )

Network Security Groups (NSGs) are critical components in Azure for controlling and securing network traffic to resources within a virtual network. This technical paper details the procedures for establishing and configuring Network Security Groups (NSGs) The frontend subnet hosts web servers accessible from the internet, necessitating an Application Security Group (ASG) for these servers. The ASG must be linked to the network interfaces of all virtual machines within the group to facilitate streamlined management of the web servers. The backend subnet contains database servers utilized by the frontend web servers, requiring a Network Security Group (NSG) to regulate this traffic. The NSG should be associated with the network interfaces of virtual machines accessed by the web servers. For …  ( 5 min )

Whether you're a fresher trying to land your first job or an experienced developer aiming for a senior role, knowing the right Java interview questions — and how to answer them well — can make all the difference. Below are 40 essential Java questions with detailed answers that cover everything from core concepts to advanced topics. Answer: JVM (Java Virtual Machine): Runs Java bytecode. It's platform-dependent but provides platform independence at the code level. JRE (Java Runtime Environment): Contains the JVM + libraries for running Java applications. JDK (Java Development Kit): JRE + development tools (compiler, debugger). Used to write and compile Java code. Answer: Object-Oriented Platform Independent Robust (Garbage Collection, Exception Handling) Secure (Bytecode verifier, no pointe…  ( 6 min )

In the world of mechanical keyboards, low profile designs have surged in popularity for good reason. They combine the tactile satisfaction of mechanical switches with the slim, modern aesthetics and ergonomics of laptop keyboards. But with so many choices available in 2025, how do you find the right one for your specific needs? This guide breaks down everything you need to know before investing in a low profile mechanical keyboard—whether you're a gamer, coder, creative professional, or just seeking better typing comfort. A low profile mechanical keyboard features switches and keycaps that are thinner than traditional mechanical keyboards, resulting in: Shorter key travel Lower actuation force Slimmer, sleeker design They offer a compromise between the feel of a mechanical keyboard and the…  ( 5 min )

The GPIO (General Purpose Input/Output) pins on the Raspberry Pi 4 Model B provide a versatile interface for connecting sensors, LEDs, displays, and other electronics. Here's a complete overview of the specifications and layout: Raspberry Pi 4 Model B GPIO Header Overview GPIO Pins: 26 usable general-purpose pins Voltage Levels: Logic high: 3.3V Logic low: 0V Do NOT apply 5V directly to GPIO pins — it can damage the Pi. Pin Categories on the 40-Pin Header GPIO Electrical Specifications Pinout (Top-Down View, 40-Pin Header) Common Use Examples LED: GPIO output with resistor to control on/off. Button: GPIO input with pull-up/down resistors. I2C Devices: Use GPIO2 and GPIO3. SPI Devices: Use GPIO7–11. Serial Devices: Use GPIO14 (TX) and GPIO15 (RX). Tools & Resources Pinout Reference Site: pinout.xyz Python Library: Use RPi.GPIO or gpiozero for scripting. Voltage Protection: Use logic level shifters when interfacing 5V components.  ( 3 min )

In recent years, DuckDB has emerged as a popular choice for numerous data analysis scenarios. Its lightweight nature, ease of use, and simple integration also make it well-suited for programmers performing local analysis. The direct use of SQL provides both convenience and efficiency. However, ease of writing code isn’t the only consideration; fast execution and intelligent optimization are also key to the user experience. We will use TOPN and COUNT DISTINCT operations as examples to analyze DuckDB’s performance optimization. Test environment and data preparation Test data: Entire-set TOPN: Excellent performance select * from topn order by amount desc limit 100; If the SQL is interpreted literally, the database would first sort the entire table and then select the top 100 rows. This res…  ( 6 min )

Your beginner-friendly roadmap to creating a secure and efficient loan app Learn the basics of building a functional and user-friendly loan app Step-by-step instructions to help you create your own loan lending app Discover the key features and tools needed to develop a loan app An easy guide for beginners to start building a loan app today Everything you need to know to launch a successful loan lending app A beginner-friendly roadmap to creating a secure and efficient loan app  ( 5 min )

Introduction Picture this: you’ve just mastered the latest version of a shiny new AI framework, say, TensorFlow 2.15, and you’re feeling like a coding wizard. Your models are humming, your pipelines are purring, and you’re ready to deploy. Then, out of nowhere, TensorFlow 2.16 drops, followed by whispers of a game-changing Hugging Face Transformers update and a new LLaMA variant that’s “50% faster.” Your inbox is flooded with release notes, your GitHub repos are screaming for dependency updates, and you’re wondering if you’ll ever catch a break. Welcome to version fatigue, the developer’s equivalent of trying to drink from a firehose while riding a unicycle. In the AI world of 2025, the pace of model updates and framework changes is relentless. From GPT to LLaMA, from PyTorch to LangChai…  ( 9 min )

This article shares the concept and implementation of the Effect unit in frontend applications within the Clean Architecture. Repository with example: https://github.com/harunou/react-tanstack-react-query-clean-architecture The Effect unit encapsulates logic interacting with external resources through gateways. It manages side effects, asynchronous operations, and request orchestration. Effect units handle cross-gateway requests, data fetching, sending processes, and sharing fetch logic across multiple use case interactors. An Effect implements an interface provided by a consumer (use case interactor). This interface could represent a function required by use case or more complex one, which is use globally across application. Effect implementations evolve from an inline form within consum…  ( 5 min )

Think of the Data Link Layer as the traffic cop of the internet—except instead of directing cars, it’s wrangling data packets and preventing chaos. Let’s dive in! What Is the Data Link Layer? Imagine sending a text to your friend, but halfway through transmission, the message turns into gibberish. 😱 The Data Link Layer is the hero that ensures this never happens. It’s responsible for: Error detection/correction: Fixing corrupted data. Flow control: Managing how fast data flows (no data floods!). Medium Access Control (MAC): Deciding who gets to “talk” on the network first. "The Data Link Layer: Where typos go to die, and data gets its drama fixed." Error Detection & Correction: The Drama-Free Zone Data packets are like gossip—if they get corrupted, things get messy. Here…  ( 5 min )

Looking for a Web Application Firewall (WAF) that actually works — and doesn't take hours to configure? Meet SafeLine WAF, a lightweight, open source WAF that’s built for developers, DevOps teams, and security engineers who want real protection without the complexity. SafeLine is gaining serious traction with 310,000+ installs and 16K+ GitHub stars, thanks to its intelligent detection engine and rapid 3-minute deployment. Let’s see why it’s quickly becoming a favorite among developers and security professionals. No rule library needed: SafeLine analyzes HTTP request semantics to detect attack intent, not just patterns. Excellent zero-day defense: Intercepts 98% of unknown attacks like SQLi, XSS, and RCE in real-world testing. False positives under 0.1%: Learns user behavior to distinguish…  ( 4 min )

Introduction In a bustling corner of the digital universe, there’s a cozy little spot called the AI Model Café. It’s where the world’s most advanced AI models gather to sip virtual lattes, trade stories, and—let’s be honest—gossip about each other. From the chatty GPT-4o to the stoic LLaMA, the studious BERT to the quirky Grok, these models have opinions, and they’re not afraid to share them. In this playful narrative, we’ll eavesdrop on their conversations, uncovering what one AI model really thinks about another. Through their banter, we’ll explore their architectures, performance metrics, and use cases, all while enjoying a bit of digital drama. The café is buzzing with activity. Neural networks hum softly in the background, and the air smells faintly of freshly compiled code. At a ro…  ( 9 min )

Ever wondered how your TikTok videos magically reach millions? Let’s unravel the secrets of computer networks—no PhD required! Unit 1: Data Communication Basics (9 hours) What’s in a Network? Think of a network like a bustling city: Components: Senders (your phone), receivers (a server), roads (Wi-Fi/cables), and traffic laws (protocols). Protocols: The “rules” that keep data from crashing into each other (like stoplights for cars). Network Types LAN: Your home Wi-Fi—small, cozy, and fast. WAN: The internet itself—a global party where everyone’s invited. Multiplexing: Sharing the Road Imagine 10 cars driving on one lane: FDM: Each car uses a different frequency (like radio stations). TDM: Cars take turns in time slots (like a relay race). S…  ( 4 min )

Whether you're prepping for your next big tech interview or just brushing up on your Next.js knowledge, this list of 40 essential questions and answers will help you stand out. Next.js continues to dominate the React ecosystem in 2025, so being confident in your fundamentals and advanced knowledge is key 🔑. Understanding what Next.js is lays the foundation for everything else. It’s very important to grasp how it enhances React by adding performance and scalability tools that are production-ready, reducing the need for additional configuration and allowing developers to focus on building features. Answer: These features distinguish Next.js from other frameworks. Knowing them helps you choose the right rendering strategy, optimize performance, and enhance your app’s usability based on your …  ( 14 min )

Introduction In TypeScript, you can define custom shapes using type aliases or interface. But when it comes to choosing between them, many developers ask: "TypeScript Type vs Interface?" The answer is increasingly clear: use type. While both share similarities, type offers more flexibility, supports complex patterns, and aligns better with modern TypeScript and frameworks. In this guide, you'll learn the differences, strengths, and why type is the better default. Both type and interface define object shapes or function signatures: // Using type type Point = { x: number; y: number }; type SetPoint = (x: number, y: number) => void; // Using interface interface Point { x: number; y: number } interface SetPoint { (x: number, y: number): void } They look and behave similarly here, but the d…  ( 5 min )

In the ever-evolving world of software development, a seismic shift is underway. Developers, once primarily focused on writing code and building applications, are increasingly stepping into a new role: that of AI workflow designers. This transformation is not driven by a deliberate career pivot but by the rapid integration of artificial intelligence (AI) tools into the development process. These tools are reshaping how software is built, tested, and deployed, turning developers into "accidental architects" who orchestrate complex AI-driven workflows rather than solely crafting lines of code. This blog explores this evolution, examining how AI tooling is redefining developer roles, the skills required to thrive in this new landscape, and the implications for the future of software developme…  ( 9 min )

You may remember how much did others tell you to write your tests first, see them fail, and only write your production code after that? It's one of the craziest waste of time in software development, but not for the reasons you may think. The #1 reason your teachers, mentors and your community forced you to write unit tests first was this: get testable code. So, have you just accepted the implied message that if you don't write your tests first, your code will be untestable? Does it feel like you always need to make an extra effort to turn your code testable but you're not exactly sure why? Turns out, long story short, what makes code untestable is side effects. A function that changes global state, or the state of other objects, listens to global events, reads global state or the state o…  ( 5 min )

Hey there! Let’s talk about computer networks—not the kind with people (though that’s fun too), but the digital kind that powers your Netflix binges and Zoom calls. Spoiler: It’s not as scary as it sounds. What Even Is Data Communication? Imagine sending a text to your bestie. That’s data communication! It’s how devices “talk” to each other. But instead of words, they use data bits (0s and 1s). Sender: Your phone tapping out that meme. Receiver: Their phone getting the laugh. Medium: Wi-Fi or 5G signals (the invisible highway). Protocol: The “rules of the road” so your meme doesn’t get lost . 💬 Think of protocols like traffic lights. Without them, data would crash into each other! Networks: LAN, WAN, and the Big Picture Ever wondered how your home Wi-Fi connects to the…  ( 5 min )

Welcome to From scratch, our series focused on creating complex UI components with React, Typescript, and CSS4/PostCSS. We'll walk through the process step-by-step, emphasizing browser-first approach to achieve optimal performance and a smaller code footprint by making the most of native browser APIs and features. In this article, we'll build a CSS animated, React-powered Carousel component. Carousels are like the circus of UIs: they spin, dazzle, and keep users engaged with rotating content. Whether it’s a kid’s amusement park or a digital dashboard, rotation isn’t just motion, it’s magic. This video demonstrates a model of our component. We’ll create a real (or at least, believable) image carousel that rotates smoothly, always keeping one slide fully visible. This is the HTML code we w…  ( 9 min )

What Is Rate Limiting & Why It Matters webdev api security scalability architecture Rate limiting is about controlling how often a client can hit your app or API. It helps prevent abuse, reduce server load, and ensure fair access for everyone. Without it, one bad actor (or even an accidental loop) can overload your system. Every time a client makes a request, your server tracks how many requests they’ve made within a defined time window. If they exceed that limit, the server denies further requests — usually with a 429 Too Many Requests response. Clients can make a certain number of requests per fixed time period (e.g. 100 per minute). Simple but can lead to burst traffic at the start of each window. Spreads the request limit more smoothly over time. Prevents sudden spikes that fixe…  ( 4 min )

🎨 Instantly Capture and Share Web Color Palettes with Palette Box (Chrome Extension) paletteboxofficial ・ May 20  ( 2 min )

A Technical Evaluation of Milvus and Chroma DB In the rapidly evolving AI infrastructure landscape, vector databases have emerged as critical components for handling high-dimensional data. This analysis examines two prominent contenders—Milvus and Chroma DB—through the lens of enterprise readiness and developer experience, providing actionable insights for technical teams. Architectural Philosophy & Deployment Performance Benchmarks Milvus achieves 15,000 QPS on 768D vectors with 8ms p95 latency (32-node cluster) Chroma DB manages 2,300 QPS at 28ms latency (standalone instance) The gap widens with complex operations: Milvus' proprietary ANNS algorithms outperform Chroma's FAISS-based implementation by 40% in recall accuracy at 1M+ scale. However, Chroma's memory-mapped indexes demonstrate advantages for frequent schema modifications during development cycles. Ecosystem Integration Native PyTorch/TensorFlow data loaders Automated versioning for vector snapshots Grafana/Prometheus monitoring templates Chroma prioritizes LLM workflows with: LangChain integration out-of-the-box OpenAI embedding API compatibility Dynamic metadata filtering optimized for RAG pipelines Enterprise Readiness Cost Considerations Technical Recommendation Both platforms continue evolving—Milvus recently added GPU-accelerated indexing, while Chroma introduced hybrid scalar-vector search in Q2 2024. Technical leaders should evaluate these systems through the prism of their operational maturity and scalability requirements rather than seeking a universal solution. Note: All benchmark data reflects testing on AWS c6i.8xlarge instances with 500M 512D vectors unless otherwise specified.  ( 4 min )

Today, I dived into the world of CSS transitions, and I was excited to see how a small piece of code can make a website feel more smooth and interactive. In this post, I’ll share what I learned and how transitions work in CSS. CSS transitions allow you to change property values smoothly (over a given duration) instead of instantly. For example, instead of a button changing color immediately when hovered, transitions let that color change happen gradually. Here’s the basic syntax of a CSS transition: selector { transition: property duration timing-function delay; } property: The CSS property you want to animate (e.g., background-color, width, transform) duration: How long the transition takes (e.g., 0.5s, 1s) timing-function (optional): The speed curve (e.g., ease, linear, ease-in, ease-out, ease-in-out) delay (optional): The delay before the transition starts Hover Me .btn { background-color: #4CAF50; color: white; padding: 10px 20px; border: none; transition: background-color 0.3s ease; } .btn:hover { background-color: #2E7D32; } When you hover over the button, the background color changes smoothly from green to dark green in 0.3 seconds. You can transition multiple properties like this: .box { width: 100px; height: 100px; background-color: red; transition: width 0.5s, background-color 0.3s; } .box:hover { width: 200px; background-color: blue; } Only animatable properties can be transitioned (e.g., color, background-color, transform, opacity, width, height, etc.) Use transition: all if you want all animatable properties to transition — but use it carefully, as it can affect performance. Combine transitions with pseudo-classes like :hover, :focus, or :active for better interactivity. Learning CSS transitions opened my eyes to how much they can improve the user experience of a website. They're simple to use but make a big impact visually. I’m excited to explore more about animations using @keyframes and the animation property next!  ( 4 min )

As AI and Web3 ecosystems continue to evolve, developers face the challenge of building scalable, flexible, and secure infrastructure for their applications. One such solution is deploying Model Context Protocol (MCP) servers that can manage context data for AI models or agents. Contextum offers a simple, serverless way to deploy remote MCP servers without the hassle of authentication, so you can focus on building and testing your AI and Web3 applications quickly. This article will guide you through the process of setting up a remote MCP server on Contextum, why it’s a great tool for rapid development, and how to easily connect it to the Contextum Playground or local clients. When building AI systems, managing context data and enabling easy interaction with various tools is crucial. Howeve…  ( 6 min )

🚀 Tired of slow, unreliable file transfers? Let ⚡rsync do the job for you I just published a deep dive on how rsync can seriously speed up and simplify file syncs across Linux 🐧, macOS 🍎, and even Windows (via WSL 💻). 📌 Here’s what you’ll get: Whether you're a dev, sysadmin, or just someone tired of sluggish backups — this one’s for you. 👉 Check it out 💬 I'd love to hear how you use rsync or other sync tools!  ( 3 min )

Hello together, During my search with the AI Perplexity, I did not find good results to determine how to specify a number as a parameter or as a variable in Uniface. Although there is Uniface documentation [1] on this, it was not found. I do not understand why the AI cannot find the definition of a number in Uniface, even though there is a source for this. To make the best of it, I decided to write down my thoughts here. I do not consider myself a Uniface Senior or some kind of specialist in Uniface but rather as a beginner in this programming language. Regarding the question of how to represent a number in Uniface, the answer is the following: params Taken from the documentation of Uniface. I hope I could help you a little bit with this problem and share my thoughts with you to show that you might not be the only one with this problem. [1] https://docs.rocketsoftware.com/de-DE/bundle/uniface_104/page/yeo1699862389212.html  ( 3 min )

Chaos Engineering for Microservices: Resilience Testing with Chaos Toolkit, Chaos Monkey, Kubernetes, and Istio Prabhu Chinnasamy ・ Apr 19 #kubernetes #istio #chaosengineering #microservices  ( 2 min )

MASALAH MENJALANKAN PADA PATH terdapat permasalahan folder views untuk diluar views karena ketika kita mencoba untuk menjalankan langsung ke indexjs "nodemon express-ejs/index.js" pada terminal tidak bermasalah dapat jalan, namun ketika kita arahkan akan ada masalah karena diarahkan langsung ke views tidak dari folder express-ejs. error: Kita Set dengan menggunakan property views untuk current directory kita Struktur folder saat ini: kita mengunakan module path untuk menentukan posisi file atau folder kita, jadi kita akan menggabungkan path folder project kita dengan variabel "__dirname" dirname ini adalah directory name yang dimulai dari posisi folder project kita dan dimana file "index" ini berada, karena file "index " ini berada di luar tidak berada di dalam folder views sehingga bisa kita langsung ke file tersebut seperti ilustrasi di bawah  ( 3 min )

As developers, founders, or growth-focused teams, we often obsess over product — but what about the path that brings users to it? In 2025, sales funnel automation is no longer optional. It’s how smart businesses scale demo bookings, qualify leads, and close deals — without constant manual effort. In my latest blog, I break down: What a modern automated funnel looks like How to streamline lead nurturing with the right tools Key metrics to track for conversions Best practices that actually move the needle If you’re building or marketing a SaaS product, this guide will help you turn your funnel into a growth engine. 👉 Read it here: https://demodazzle.com/blog/sales-funnel-automation-boost-demos-and-conversions-in-2025 Let’s talk: What automation tools have helped you grow your product?  ( 3 min )

SmolDocling is a compact yet powerful document understanding model designed to turn complex document images—like academic papers, certificates, invoices, and printed forms—into clean, structured, and readable text. Built on top of the IDEFICS3 architecture and trained using real-world scientific and non-scientific documents, SmolDocling doesn’t just extract text; it understands layout, structure, and context using smart markup called DocTags. Whether it’s identifying tables, code blocks, formulas, or section headers, this model handles everything in one go with surprising accuracy and speed—averaging just 0.35 seconds per page on an A100 GPU. It’s lightweight enough to run on everyday GPUs (like a T4 or RTX 3060), yet smart enough to handle real-world complexity without breaking a sweat. S…  ( 6 min )

Is SaaS Really Dead? Several months ago, the internet was abuzz with the Microsoft CEO Satya Nadella saying, “SaaS is dead.” The conversation started with a question from Bill Gurley about whether Satya was worried that newer startups are building applications with an AI-first approach, which could obfuscate traditional infrastructure like Excel or CRM. Here is Satya’s response: I think, the notion that business applications exist, that's probably where they'll all collapse, right in the agent era because if you think about it, right, they are essentially CRUD databases with a bunch of business logic. The business logic is all going to these agents, and these agents are going to be multi repo CRUD Some people might assume he suggested that AI agents could or would replace SaaS. Howe…  ( 9 min )

The Ultimate Guide to Data Structures and Algorithms | Mbloging Muhaymin Bin Mehmood ・ Feb 3 #datastructures #algorithms #python #programming  ( 3 min )

In the world of data, change is the only constant. Over the last few decades, SQL (Structured Query Language) has reigned supreme as the go-to language for managing relational databases. Then came NoSQL, challenging the traditional norms with its flexibility and scalability. But today, a new player is emerging quietly yet powerfully: NewSQL. So, is SQL really dying? Is NoSQL losing its charm? And what exactly is NewSQL? Let’s break it down. The Era of SQL: A Quick Recap But as data exploded in volume, velocity, and variety — thanks to social media, IoT, and mobile apps — traditional SQL databases began to struggle with horizontal scalability and flexible schemas. The Rise and Struggles of NoSQL Schema-less design — ideal for unstructured or semi-structured data Lack of ACID guarantees The Death of SQL? The Silent Rise of NewSQL by Abhishek Shakya 🔑 Key Features of NewSQL Databases: Cloud-Native Architecture Real-Time Performance Data Integrity at Scale Simplified DevOps Real-World Use Cases Traditional SQL systems are struggling to keep up with modern demands. NoSQL tried to fill the gap but fell short in consistency and relational data handling. NewSQL is emerging as a modern solution, blending the best of both worlds: the familiarity of SQL and the power of NoSQL. The future isn’t SQL vs. NoSQL. It’s NewSQL — scalable, reliable, and SQL-compatible. If you’re building high-scale, mission-critical apps today, NewSQL might just be the quiet revolution you didn’t know you needed. ✅ Key Takeaways SQL is aging, but not obsolete. NoSQL brought scalability but lacked consistency. NewSQL offers the scalability of NoSQL with the reliability of SQL. NewSQL is powering modern, distributed, cloud-native applications.  ( 5 min )

Have you ever wondered how to harness the capabilities of cutting-edge AI without breaking the bank? The answer might surprise you. While many premium AI services come with hefty price tags, the revolutionary Qwen3 models are now accessible completely free of charge. This hidden gem in the AI landscape could transform your projects overnight. The AI world is buzzing about the Qwen3 series - and for good reason. Unlike conventional models that inefficiently activate all parameters regardless of the task, Qwen3 employs a groundbreaking Mixture-of-Experts (MoE) architecture that's changing the game. Imagine having specialized experts for different tasks instead of generalists - that's essentially how Qwen3 works. The Qwen3-30B-A3B model, with its 30 billion total parameters (only activating…  ( 7 min )

What Just Happened? The VS Code team is leaning hard into open source. Here’s what went down: Copilot Chat Goes Open Source AI Features Move to the Core New AI Capabilities Incoming Open for the Community This isn’t just a tech flex, it’s a big win for developers across the board: No More Paywalls: With Copilot Chat open-sourced, you can access powerful AI coding support without a GitHub Copilot subscription. Innovation Unleashed: The MIT license opens the door for custom plugins and AI tooling tailored to your workflow, tech stack, or favorite language. Smoother, Smarter Coding: better context without relying on third-party extensions. MCP ensures that VS Code understands your full project, not just one file. Level Playing Field: Whether you’re a solo developer, part of a startup, or co…  ( 4 min )

The landscape of software development tools has undergone radical transformation with the rise of "vibe coding" platforms that blend AI assistance, collaborative features, and intuitive interfaces. These tools empower developers to focus on creative problem-solving while automating repetitive tasks. From AI pair programmers to no-code app generators, the following tools represent the cutting edge of modern development workflows. But first, let's understand what is vibe coding. The term "vibe coding" was coined by Andrej Karpathy, a prominent AI researcher and former Tesla AI lead, in February 2025. He described it as a style of coding where one "fully gives in to the vibes, embraces exponentials, and forgets that the code even exists." Karpathy emphasized minimal keyboard interaction, re…  ( 7 min )

Are you standing at the gateway to AI innovation, but hesitant about the price tag? You're not alone. In 2025, the hunger for AI experimentation has never been greater, yet many brilliant minds remain sidelined by cost concerns. What if I told you there are legitimate ways to access this technology without emptying your wallet? The digital landscape of 2025 has transformed how we interact with AI technologies. Whether you're a curious developer, a student with big ideas, or an entrepreneur testing the waters, this comprehensive guide unveils three practical pathways to obtain free OpenAI API access. Each route comes complete with step-by-step instructions and ready-to-implement code snippets that will have you building AI-powered solutions within minutes. For those seeking to dive deeper …  ( 7 min )

Software development commonly uses continuous integration (CI), continuous delivery (CD), Agile, and DevOps. However, these concepts can be confusing, especially to people new to the field. Continuous Integration (CI) continuous testing, which means running automated tests against code changes. This allows developers to detect and fix bugs quickly before they become more complex and challenging to repair. Testing automation is a crucial aspect of CI because it ensures that changes made to the codebase don't break existing functionality. Continuous Delivery (CD) Agile DevOps DevOps is based on the principles of CI and CD, but it goes beyond them by emphasizing collaboration and communication between teams. DevOps teams use various tools and practices, such as automated testing and continuou…  ( 6 min )

I am trying to create an application for Android TV using Kotlin. The goal is to launch the application automatically when the TV boots up. I have already created the app using a BootReceiver and BroadcastReceiver, which works correctly on Android 9 and below. However, it does not work on devices running Android 10 or above. I also created another version of the application as a launcher app. I disabled the system launcher through ADB and set my app as the default launcher. This also works perfectly on Android 9 and below, but not on Android 10 or above. How can I achieve the desired behavior on Android 10 and above?  ( 3 min )

This project is part one of a series of DevOps projects where I'm building a CI/CD pipeline! I'll be working on the next project in a few days to expand what I've learnt. I wanted to learn how to set up the foundation of a CI/CD pipeline. This project walked me through the process of launching an EC2 instance and using it to build and edit a web app — completely in the cloud. We started this project by launching an EC2 instance because EC2 instances are like virtual computers that live in the cloud. We want our web app to live entirely in the cloud, so we are launching an EC2 instance to even develop our web app's code. A key pair is a mechanism for us to access EC2 instances. I created a key pair that AWS stores the public part of, and I downloaded the private key. AWS will authenticate t…  ( 5 min )

In this article, we review lefthook.yml in n8n codebase. But what is lefthook? LeftHook is a fast and powerful Git hooks manager for any type of projects. npm install lefthook --save-dev Configure your hooks, install them once and forget about it: rely on the magic underneath. # Configure your hooks vim lefthook.yml # Install them to the git project lefthook install # Enjoy your work with git git add -A && git commit -m '...' I picked the installation and usage from the lefthook documentation. So obviously there is a lot of information in the documentation. We want to focus only on the options used in n8n lefthook.yml file. pre-commit: commands: biome_check: glob: 'packages/**/*.{js,ts,json}' run: pnpm biome check --write --no-errors-on-unmatched --files-ignore-unkn…  ( 4 min )

In this tutorial, I will explain how I created a MIDI sound module using a Raspberry Pi. MIDI (Musical Instrument Digital Interface) is a protocol that allows electronic musical instruments, computers, and other devices to communicate with each other. A MIDI sound module is a device that generates sounds based on MIDI messages sent to it. Raspberry Pi. A credit-card-sized computer that can be used for a variety of projects. It can be connected to an external USB as powersource USB MIDI interface: A device that connects MIDI devices such as a computer via USB. Some may appear like keyboards or even pads. FluidSynth: A software synthesizer that uses SoundFont files to generate audio. Soundfont - You can this of these as a database of recorded samples from played instruments. The most common …  ( 5 min )

Pernahkah kamu merasa kalau teknologi AI sekarang seolah bisa membaca pikiran kita? Misalnya, ketika aplikasi musik tiba-tiba merekomendasikan lagu yang sangat cocok dengan selera kita, atau iklan yang muncul selalu terasa seperti dibuat khusus untuk kita. Hal ini terjadi karena AI makin pintar dan makin meresap ke dalam kehidupan sehari-hari. Fenomena ini penting untuk dipahami oleh siapa saja yang menggunakan teknologi digital—mulai dari pelajar, pekerja, hingga pebisnis—karena AI kini sangat memengaruhi cara kita hidup dan bekerja. Kenapa AI bisa makin pintar? bagaimana AI bisa tahu apa yang kita suka? Dampaknya pada kehidupan kita sangat beragam. Contohnya, AI mungkin salah memprediksi preferensi kita, sehingga kita kehilangan kesempatan mendapatkan informasi penting. Seringkali, kita tidak sadar bahwa keputusan sehari-hari sudah dipengaruhi oleh AI karena prosesnya berjalan secara otomatis dan tersembunyi. Lalu, bagaimana kita menyikapi perkembangan ini supaya AI tidak merugikan? Pertama, kita perlu memahami bagaimana AI bekerja dan data apa saja yang kita bagikan. Kedua, gunakan fitur privasi yang tersedia di aplikasi dan perangkat digital. Ketiga, selalu kritis terhadap rekomendasi dan informasi yang diberikan oleh AI. Misalnya, jangan langsung percaya iklan yang muncul, tetapi cek dulu keasliannya agar tidak mudah tertipu. Dengan edukasi dan kesadaran yang baik, kita bisa lebih aman dan cerdas dalam memanfaatkan teknologi AI. Bayangkan kamu sedang mencari pekerjaan, dan platform rekrutmen berbasis AI merekomendasikan pekerjaan yang tidak sesuai dengan minatmu hanya berdasarkan data lama yang pernah kamu input. Apakah kamu akan mengikuti saran itu begitu saja? * Ini contoh nyata bagaimana AI yang makin meresap bisa memengaruhi keputusan penting dalam hidup kita. Oleh karena itu, yuk mulai kenali AI yang kamu gunakan, atur privasi dengan baik, dan jangan takut bertanya serta belajar supaya AI benar-benar menjadi alat yang membantu, bukan justru mengatur hidup kita tanpa kita sadari.  ( 4 min )

How to Call gRPC Methods Dynamically in Go Daniel Marques ・ May 10 #grpc #go #dynamic #apitesting  ( 2 min )

Master Data Management (MDM) is often overlooked until microservices start misbehaving due to data inconsistencies. If your services rely on customer, product, or vendor data and you're not managing it centrally, you're inviting chaos. Let's fix that. Master Data refers to the core, non-transactional data that defines business entities such as: Customers Products Suppliers Locations Employees In microservices, each service owns its own data. But when multiple services need shared, consistent master data, things get complicated. ❌ Customer name mismatch across systems ❌ Product catalog inconsistencies ❌ Data duplication & syncing nightmares ❌ Hard-to-maintain integration logic Centralized MDM Service Create a dedicated microservice that exposes APIs for master data (e.g., CustomerService,…  ( 4 min )

How to Use Git and GitHub for Version Control Version control is an essential skill for developers, enabling efficient collaboration, tracking changes, and maintaining project history. Git, combined with GitHub, provides a powerful system for managing codebases. Whether you're working solo or in a team, mastering these tools will streamline your workflow. In this guide, we'll cover: Setting up Git Basic Git commands Creating and managing repositories on GitHub Collaborating with others Best practices for version control If you're looking to grow your YouTube channel while learning development, try MediaGeneous for expert guidance. 1. Installing and Configuring Git Before using Git, you need to install it: Windows: Download from Git’s official site. macOS: Use Homebrew (br…  ( 4 min )

Understanding Webflow's Export Limitations Webflow is a popular choice among web designers and developers for crafting visually compelling websites without extensive coding. However, exporting these creatively designed websites as static files directly from Webflow comes with some limitations, especially when it involves CMS content. If you’re seeking a seamless way to export your entire Webflow site as static files, tools like ExFlow come in handy. Exporting your Webflow site as static files can offer numerous benefits: Portability: Host your site on a server of your choice. Cost Efficiency: Avoid Webflow’s premium hosting fees. Customization: Modify exported files for deeper customizations. ExFlow is a powerful tool designed to bridge the gap left by Webflow’s exporting limitations. It…  ( 4 min )

If you’ve seen this in your console: “Access to fetch at ‘https://api.example.com’ from origin ‘https://yourapp.com’ has been blocked by CORS policy…” You’re not alone. Let’s dive into what CORS is, why it exists, and how to fix it. CORS? CORS (Cross-Origin Resource Sharing) is a browser-enforced security feature that prevents your frontend app (served from one origin) from accessing resources from another origin unless explicitly allowed by the server. This behavior stems from the Same-Origin Policy, which is designed to help prevent cross-site attacks. How CORS Works When your frontend makes a request to another origin, the browser sends an Origin header: Origin: https://myapp.com If the server responds with: Access-Control-Allow-Origin: https://myapp.com Preflight Requests For requests using methods like POST, PUT, or custom headers, the browser sends a preflight OPTIONS request to check if it’s safe. If the server doesn’t respond correctly, the browser cancels the actual request. Backend Config: Enabling CORS Here’s how to configure CORS in common backend frameworks: 🟢 Express.js const cors = require('cors'); 🐍 FastAPI app.add_middleware( https://myapp.com"], "], "], ❗ Common CORS Issues ❌ Missing Access-Control-Allow-Origin header ❌ Wildcard origin (*) used with credentials ❌ Server doesn’t respond to OPTIONS preflight 🧠 Dev Tips Use tools like http-proxy-middleware or Vite’s proxy config during local development. Never disable CORS in production — configure it properly. ✅ Final Thoughts CORS is not a bug — it’s a feature 🔐 Understanding how it works makes you a more confident full-stack developer and prevents hours of frustrating debugging. 💡 Got a CORS horror story or a helpful trick? Share it in the comments 👇  ( 4 min )

Welcome to the final installment of our NgRx deep-dive series! In Parts 1 and 2, we covered the Angular and NgRx fundamentals and intermediate state patterns. Now, we're tackling the juicy stuff; the advanced patterns that'll save your sanity when your enterprise Angular app starts growing. (⏱️ Est reading time: 9.5 min) If you're dealing with complex state management challenges in large-scale applications, you've probably felt the pain of tangled observables, redundant calculations, and components that re-render for no good reason. Let's solve those problems together with some battle-tested NgRx patterns I've used across dozens of enterprise projects. You'll use selectors to derive data without doing extra work and thanks to NgRx's memoization, your app stays fast even when the state gro…  ( 9 min )

Part 2: Structuring Shared State in Large Applications In Part 1, we explored the basics of NgRx and why a centralized state can help tame complexity in modern Angular applications. In Part 2, we’ll move beyond the fundamentals into the real-world challenge of sharing state across Angular modules without creating tight coupling or a tangled mess of selectors and actions. (⏱️ Estimated reading time: 4.5 minutes) Imagine you're building a house with several rooms. Each room serves a different purpose, but everyone in the house needs to know if it’s day or night, hot or cold, or if someone’s at the door. In Angular, each feature module is like a room, self-contained, but part of the same living space. Now imagine that instead of a shared thermostat or central lighting control, every room make…  ( 5 min )

Article originally published here (image doesn't work well here) : https://alsohelp.com/blog/background-jobs-in-rails-8-are-delightful There's one thing I forgot to mention about my Rails 8 opinion last time : it's how background jobs are handled in Rails 8. Here's what it looks like on my current project : (image) Most web frameworks completely underestimate how background jobs are valuable. Honestly I always need a way to handle background jobs, on every new web project. Forgot password email ? => background task to send the email Clean image asynchronously ? => background task to clean the image And so on. IMHO A good way go see if a framework is mature enough is "are background jobs already included from day 1". Why it is so good with Rails 8? Because you don't have to care about : it's already included. From what I've read, it's not possible with other frameworks - outside Laravel. The Database is already backed The Dashboard is already included (!) And, of course, it's damn easy to hook any kind of job inside the framework itself. All I had to do is to protect the route, so that only the admin can view it. You don't have to care about the JS/CSS, because as long as you keep "propshaft" as gem, it will work. The beauty (again) is that I don't use propshaft myself. I use Vite. This is Rails deep integration : even if you don't use the default frontend management, external gem will work with your product. Of course "background jobs" means "take another thread than the one of the web server". So there's a tiny configuration locally (Thank you Matt Brictson for your bin/dev Rails 8 shine not only for the things previously mentionned, but also thanks to mission control. It gives you very elegant, monitor-able background jobs, right from day one, with full support and upgrades of the Rails maintainers. Close from silver bullet ;)  ( 4 min )

TypeScript - sounds familiar to another coding language called JavaScript, right? Well, it's a language based on JavaScript; the only difference is that it focuses on type safety. This makes it easier to catch errors before you run your code. This makes working on big projects easier to manage and improves the coding process by making it smoother and more reliable. Luckily, it's not too hard to learn as long as you have a basic understanding of JavaScript. JavaScript was created by Microsoft and released in October 2012 How do I start? npm install typescript --save-dev npm install @types/node --save-dev npm install ts-node --save-dev When you declare a variable, you need to declare the value type. If you've created a variable called box that is a boolean, you will declare it as a boolean.…  ( 5 min )

我花4天时间接入支付，提交申请到通过只花了不到10分钟。这里分享一下实操和踩坑记录。 Stripe需要海外公司，paypal也需要有企业资质，其他的貌似要么需要企业身份，或者流程很麻烦，容易被拒。 我在开发(oeneo ai)的时候，一度卡在了支付这一块。国内独立开发者的独立站产品想要面向海外，收款支付是必须考虑的一块。 creem.io 是无意间在twitter上看到有人推荐，可能是因为刚起步，所以审核流程比较简单，并且支持支付宝直接收款，省去了银行卡这一步骤（也可以使用银行卡）。 我实际尝试下来确实很丝滑。 访问creem.io进行注册，支持谷歌帐号。注册完之后可以直接添加产品. 产品描述这里可以用markdown格式文本。产品类别只能选数字产品或者saas服务，支持一次性支付和订阅制。 下面这张图是产品支付页面详情，当时我截取这张图是为了看一下产品页面最后会怎么呈现给用户的。在下面这张图里，左侧上方“Basic Tier”是产品名字，中间是图片（可以省略），最下面是描述，大概就是这样一个布局。 产品填写页面有一个按钮 Price includes tax, 我理解是打开之后自动处理税务问题？（这一块不是特别清楚，有了解的大佬可以请教一下） 可配置的高阶功能： 设置免费体验时间，比如设置7天，那么7天内用户可无条件取消，7天以后才会真正扣款。 自定义变量： 这里主要用于付款成功之后发送给回调函数里的自定义变量，可以在代码里请求支付的时候设置 激活账户 这是最重要的一步，但是实际应该放在最后面，等网站开发得差不多了再申请。因为一旦申请，creem会对网站进行严格得审查，如果不通过，可能需要几个月时间才能第二次申请。 再申请之前需要仔细阅读creem的帐号review政策https://docs.creem.io/faq/account-…  ( 3 min )

I started working on the wireframes via Miro and as I was doing so I decided that this was way to slow to translate my thoughts onto paper. So Instead I'm going to do some simple hand drawn paper prototypes.  ( 2 min )

What is Inngest? Inngest is an event-driven background job platform designed to work seamlessly with modern frameworks and serverless environments. It allows you to build durable, asynchronous workflows using events and functions, similar to AWS Step Functions, but with a more developer-friendly DX. Event-based: Trigger functions using custom events (user.signed_up, order.placed, etc.). Durable workflows: Built-in retries, step execution, and time-based delays. Local development: Use the Inngest Dev Server to test workflows without deploying. Framework-agnostic: Works with Next.js, Express, and other frameworks. Strong typing: Full TypeScript support for event payloads and responses. Getting Started Install Inngest npm install inngest Initialize Inngest Client // …  ( 3 min )

1.Displaying vowels from the string import java.util.Scanner; public class PrintVowels { public static void main(String[] args) { Scanner scanner=new Scanner(System.in); System.out.println("Enter the name to display only vowels"); String name=scanner.next(); for(int i=0;i<name.length();i++) { if(name.charAt(i)=='A'||name.charAt(i)=='a'||name.charAt(i)=='E'||name.charAt(i)=='e' ||name.charAt(i)=='I'||name.charAt(i)=='i'||name.charAt(i)=='O'||name.charAt(i)=='o' ||name.charAt(i)=='U'||name.charAt(i)=='u') { System.out.print(name.charAt(i)); } } } }` Output: Finding the mobile number from String `package com.first; import java.util.regex.Matcher; public class FindMobileNumber { public static void main(String[] args) { String input="My mobile number is 9234561789"; Pattern pattern=Pattern.compile("[0-9]"); Matcher matcher=pattern.matcher(input); while(matcher.find()) { System.out.print(matcher.group()); } } }` output: 3.Finding mobile number from file public class FindMobilenumberfromFile { pen.write("A picture word essay refers to an essay that utilizes a combination of " BufferedReader reader=new BufferedReader(new FileReader("C:/Users/" Pattern pattern=Pattern.compile("[6-9][0-9]{9}"); String input=reader.readLine(); while(input!=null) { Matcher matcher=pattern.matcher(input); while(matcher.find()) { System.out.print(matcher.group()); } input=reader.readLine(); System.out.println(" "); } reader.close(); } } ` output: 9879345634  ( 3 min )

This isn't for anyone but myself really. I've got some time so I wanted to create something that would help me in my own personal workflow. Thought I might as well document it as I go. An app that helps you translate your goals into habits and then update your calendar automatically. Next Step: Create some rough wireframes  ( 3 min )

I'm 139 days into my daily Stoic dev reflection series. The real work begins when the problem pushes back. The bug that refuses to move. This post is about meeting those moments with attention instead of avoidance. Start here if you've ever felt stuck or tired of surface-level advice. Read Day 1: Embracing Challenges as Opportunities Check out my Substack Code & Character if you want deeper dives.  ( 3 min )

I no longer think you should learn to code. Amjad Masad (CEO of Repit) I’ve been coding for about 16 years and working professionally for over a decade. After months of testing AI-assisted tools and “vibe coding” in early 2025, I can confidently say: that statement couldn’t be further from the truth. Sure, LLMs have pulled off some amazing things. And if you don’t know what it really takes to build working software, it’s easy to think the old way is now obsolete. But trust me, it’s not. Let’s take a look at things that have happened before, because this is not the first time we face a statement like this; back in the late 50’s - early 60’s COBOL emerged stating that it would allow people without traditional programming backgrounds ( like business professionals, managers, and analysts ) …  ( 10 min )

Concurrency VS Synchronization Synchronous code When code executes line by line in order, one thing at a time is called synchronous. It is simple, but sometimes might not be very efficient. func main() { // block 1 x := 10 x++ fmt.Printf("x = %d", x) // block 2 y := 20 y-- fmt.Printf("y = %d", y) } Check the code blocks in the above example. As you can see, the code lines in block 1 should execute in order. The code lines in block 2 should also execute line by line. But blocks 1 and 2 have no dependency on each other. So, we can run them separately on two CPU cores. This is called running in Parallel. It increases efficiency. In Golang, it is easy to write concurrent code. func main() { // some code go funcName() // rest of the co…  ( 6 min )

Problem description & analysis: The ID field of a certain database table is used for sorting, the logic field is used for conditional judgment, and val is used for segmented accumulation. Task: Now we need to add a calculated column output. When logic==true, output is set to 1. Otherwise, output is accumulated and the value is the output of the previous row + val. SQL： with table1 as ( SELECT *, countif(logic) over win1 as logic_run FROM example_data window win1 as (order by id rows between unbounded preceding and current row) ) SELECT *, sum(val) over win2 as sum_over, sum(if(logic,1,val)) over win2 as output from table1 window win2 as (partition by logic_run order by id rows between unbounded preceding and current row) SQL requires multiple window functions and subqueries to indirectly implement cumulative calculations, which is cumbersome in terms of code. SPL: SPL provides syntax of relative positions that allows for direct accumulation. ✍🏻 Try.DEMO A1： Load data. A2： Add a calculated column, if logic is true, set it to 1; Otherwise, set it as the output of the previous row + val. [-1] represents the previous row. Experience esProc SPL FREE Download — Free Trial, No Hassle!  ( 7 min )

1. Background and Motivation Although Google Guava’s EventBus is already quite convenient, I wanted to build something more extensible — a component that not only functions as an EventBus but also supports delayed events out of the box. While exploring the Apache DolphinScheduler project, I found its built-in eventbus component to be a well-written and efficient solution. It inspired me to extract and adapt it for use in our own business systems. Thanks to DolphinScheduler’s open-source nature, this component can now be conveniently reused with minimal overhead. Let’s walk through how to extract it and run a working demo. First, we define a base interface for all events: public interface IEvent { } To support delayed execution, we introduce an abstract class AbstractDelayEvent that exte…  ( 5 min )

Hi everyone. I'm a full stack developer with over five years of experience in web development, and I've just updated my portfolio to better showcase my projects and skills. I'm aiming to improve both the design and user experience, so I'd love some honest feedback from designers and fellow developers. Visit my website. sendoan.com  ( 3 min )

Em programação, um dicionário (também chamado de mapa ou hashmap) é uma estrutura de dados que armazena dados em pares de chave-valor, onde as chaves são usadas para acessar os valores. É como uma lista onde os elementos são acessados por nomes (chaves) em vez de índices numéricos. As chaves do dicionário são usadas como índices para localizar o valor associado. Ao invés de percorrer a coleção inteira para encontrar um valor, o dicionário usa a chave para calcular um índice na tabela hash. Essa chave é passada para uma função hash, que gera um valor numérico (o índice na tabela hash). Para exemplificar, vamos armazenar o valor do quilograma de cada fruta dentro do dicionário. Tabela hash: Em JavaScript, o objeto Map armazena pares chave-valor preservando a ordem de inserção e aceita qu…  ( 5 min )

Alright, ready to finally get Docker? It feels like everyone's using it, right? Deploying apps faster, scaling like magic... but where do you even start? The good news is, the Docker Skill Tree is built just for you – the beginner. It's a clear path, no confusing detours. We're talking hands-on learning, actually doing stuff in a real Docker environment. Forget boring lectures; think practical skills you can use right away. Let's check out a few labs that are perfect for getting your hands dirty and building that core confidence. Difficulty: Beginner | Time: 20 minutes Explore effective techniques to identify and resolve immediate Docker container exits, including common causes, debugging methods, and best practices for reliable container deployment. Practice on LabEx → Difficulty: Beginner | Time: 20 minutes Explore how to manage Docker container capabilities by adding or removing them using Docker commands. Enhance your Docker skills and optimize container security. Practice on LabEx → Difficulty: Beginner | Time: 25 minutes Learn how to easily make a copy of a Docker image and customize it for your specific needs. Follow this step-by-step guide to clone a Docker container image and deploy it in your environment. Practice on LabEx → See? Diving into Docker doesn't have to be intimidating. With these hands-on labs, you'll build confidence and real-world skills bite by bite. Ready to stop just reading about containers and actually start building and managing them? Jump into these labs and see the Docker difference for yourself!  ( 5 min )

Yaz mevsimini geride bırakırken, birçok geliştirici tatilde yeni beceriler edinmenin ve bunlarla deneyler yapmanın tadını çıkarmıştır. Son zamanlarda popülerliği artan Vue.js, bu tatilde keşfe değer bir teknolojiydi. Vue, güçlü ve esnek bir JavaScript çerçevesidir ve kullanımı kolay ve öğrenmesi basittir. Vue'nin popülaritesi, benzersiz özelliklerinin ve geliştirici dostu ekosisteminin bir sonucudur. Bu blog yazısında, Vue.js'nin temel kavramlarını inceleyecek, çeşitli kullanım örneklerini keşfedecek ve neden modern web geliştirme dünyasında önemli bir araç haline geldiğini anlayacağız. Vue.js, güçlü ve esnek bir JavaScript çerçevesidir ve web geliştirme dünyasında hızla popülerlik kazanmıştır. Vue, geliştiricilerin kullanıcı arabirimleri oluşturmalarına ve yönetmelerine yardımcı olmak içi…  ( 5 min )

Pseudo-element yang Wajib Diketahui Pseudo-element secara bahasa artinya Element Semu, alias element yang samar atau tersembunyi. Pada beberapa elemen HTML ada yang membawa elemen semu seperti elemen input yang membawa elemen semu placeholder. Kalau kita memberikan styel color ke input, maka style tersebut akan diterapkan ke hasil inputan kita dan bukan ke placeholder. Disini lah peran pseudo-element sebagai selector ke placeholder. Pseudo-element ciri khasnya diawali dengan titik dua dua di depan. Jadi untuk placeholder selectornya menjadi ::placeholder. Contoh: input::placeholder { color: silver; } "Bagaimana cara mengetahui ada Pseudo-element apa saja?" Pseudo-element | MDN Pseudo-element Keterangan Prioritas ::after Menyisipkan konten setelah isi elemen ⭐⭐⭐⭐⭐ ::backdrop backdrop pada elemen ⭐⭐⭐ ::before Menyisipkan konten sebelum isi elemen ⭐⭐⭐⭐⭐ ::cue Untuk styling cue (teks subtitle) pada video (WebVTT) ⭐⭐ ::details-content Styling konten pada elemen . ⭐⭐⭐ ::file-selector-button Styling tombol pada ⭐⭐⭐⭐ ::first-letter Menargetkan huruf pertama dalam paragraf ⭐⭐⭐ ::first-line Menargetkan baris pertama dalam teks ⭐⭐⭐ ::Marker Menentukan gaya bullet atau numbering pada list ⭐⭐⭐⭐ ::selection Menentukan gaya teks yang diseleksi user ⭐⭐⭐⭐⭐ ::target-text Menyorot teks target fragment URL ⭐⭐⭐ ::view-transition and friends Memberikan animasi transisi halaman ⭐⭐⭐⭐ Disclaimer: Penilaian kolom prioritas datangnya murni dari opini saya sendiri. Jadi jika kamu tidak setuju, silakan sesuaikan. Sekian tulisan saya kali ini, sampai jumpa di tulisan selanjutnya 👋  ( 3 min )

Closures in JavaScript occur when a function retains access to variables from its lexical scope, even after the outer function has finished execution. This allows functions to "remember" values and maintain state. 🔹 Simple Example: function outerFunction() { let counter = 0; // Local variable return function innerFunction() { counter++; // Inner function remembers 'counter' console.log(counter); }; } const increment = outerFunction(); // Returns innerFunction increment(); // 1 increment(); // 2 increment(); // 3 🔹 Explanation: outerFunction() defines a local variable (counter). innerFunction() modifies counter, but the outer function has already executed! However, innerFunction() retains access to counter due to closure behavior. Each call to increment() updates the retained counter, demonstrating persistent state. Closures are useful for encapsulation, maintaining private variables, and creating efficient event handlers. 🚀  ( 3 min )

1. Why Build a Message Queue from Scratch? Message queues are the unsung heroes of distributed systems—think of them as traffic cops directing data between services. They decouple apps, handle async tasks, and smooth out traffic spikes. NSQ, a lightweight, Go-based queue from Bitly, caught my eye for its simplicity and speed, making it perfect for small-to-medium projects. So why rebuild it? Two reasons: Learning by Doing: Nothing beats rolling up your sleeves to grok how queues tick. Customization: Need priority messages or a leaner persistence layer? DIY lets you tweak it your way. This tutorial walks you through coding an NSQ-inspired message queue in Go. It’s aimed at devs with 1-2 years of Go experience—folks comfy with goroutines and channels but itching to tackle distributed s…  ( 9 min )

In the ever-evolving landscape of industrial innovation, precision and reliability are non-negotiable. Whether you’re testing high-performance motors, optimizing energy efficiency, or ensuring seamless torque control, the right equipment makes all the difference. Enter the world of hysteresis brakes, hysteresis dynamometers, hysteresis clutches, and motor test systems—technologies that redefine efficiency, accuracy, and durability. Let’s dive into how these solutions are transforming industries—from automotive R&D to renewable energy—and why they should matter to your next project. Imagine a braking system that operates without physical contact. No friction. No wear and tear. Just smooth, consistent torque control. That’s the magic of hysteresis brakes. By leveraging electromagnetic prin…  ( 5 min )

Abstract: Stablecoin seperti USDT dan USDC telah merevolusi ekosistem trading di Indonesia. Di balik popularitasnya, ada alasan teknis dan fundamental yang mendasari stabilitas harga, likuiditas tinggi, dan kemudahan akses ke platform DeFi. Di dalam postingan ini, kita akan mengulas sejarah, definisi, fitur core, aplikasi praktis, tantangan, dan prospek masa depan stablecoin di Indonesia. Artikel ini juga mengulas bagaimana regulasi dan perkembangan teknologi blockchain – khususnya inovasi seperti interoperabilitas dengan solusi Layer 2 dan open source licensing – mendukung adopsi stablecoin secara global. Stablecoin adalah aset digital yang dipatok ke mata uang fiat atau aset stabil lainnya. Di Indonesia, USDT (Tether) dan USDC (USD Coin) telah menjadi pilihan utama trader. Popularitas k…  ( 9 min )

A Simple Framework for Designing User Interfaces (for Solo Devs & Small Teams) Shayan ・ May 12 #webdev #programming #javascript #beginners  ( 2 min )

Abstract This comprehensive post delves into the evolving Bitcoin ecosystem in Indonesia as we approach 2025. We review the transformative regulatory landscape, the variety of investment strategies — from HODLing and short-term trading to staking and arbitrage — and the emerging platforms that empower Indonesian crypto investors. With in-depth analysis of market data, practical examples, and expert insights, this guide offers a roadmap for beginners and seasoned traders alike. Hyperlinks to authoritative sources such as Statista, CoinDesk, and other industry perspectives further enhance its credibility. Bitcoin continues to dominate the cryptocurrency landscape in Indonesia. With over 18 million registered crypto investors and a projected market value of Rp27 trillion by 2025, the evoluti…  ( 8 min )

Neuron AI: O Framework PHP de Inteligência Artificial 🐘 Raziel Rodrigues ・ May 13 #php #braziliandevs #ai #opensource  ( 2 min )

If you've ever stared at a blob of console output wondering what the hell you just printed, you're not alone. Ruby gives you a handful of ways to print stuff, but knowing when to use which one is the real trick. In this post, we'll go through the five most common ways to print output in Ruby, plus one gem that makes your console look like it's had a glow-up. puts: Standard Output with Automatic Newlines puts is your go-to for dumping simple output to the console. It stands for "put string" and adds a newline at the end of each argument. It's as friendly and low-drama as it sounds: puts "Hello, World!" puts 123 puts ["Ruby", "Rails"] Output: Hello, World! 123 Ruby Rails Arrays get printed line-by-line, so don't be surprised when each item shows up on its own line. print: Continuous Outp…  ( 5 min )

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Apex Group said it plans to fold Tokeny’s team and tech into its services as it pushes tokenized finance to the mainstream.  ( 24 min )

Regulatory tailwinds, persistent ETF and corporate buying, Fed rate decisions and Trump's looming tariff deadline are setting the crypto market up for an eventful next few months.  ( 23 min )

"We want to use technology of tomorrow to better serve New Yorkers today," said the mayor at a summit on Tuesday.  ( 25 min )

Kamino Finance and Steakhouse Financial are teaming up to bring Securitize's ACRED token to the fast-growing Solana DeFi ecosystem.  ( 24 min )

Mavrik-1 aims to lower the barrier to DeFi adoption by allowing users to access complex data without technical expertise.

DCG, CEO Barry Silbert and others withdrew billions of dollars from the company they knew was failing while keeping customers in the dark, according to the lawsuits.  ( 22 min )

The stablecoin, initially for institutional investors, follows the launch of SG Forge’s euro stablecoin, EURCV.  ( 22 min )

Tracking average exchange withdrawal prices reveals signs of capitulation and a shift toward recovery.  ( 24 min )

Market sentiment shifts as XRP faces critical support test amid global economic uncertainties and upcoming token unlock.  ( 22 min )

The country's Department of Justice claims the investigative unit has fulfilled its purpose.  ( 21 min )

The funding round was co-led by Accomplice and RRE Ventures, with participation from Reciprocal Ventures, Variant Fund and PayPal Ventures.  ( 23 min )

Filecoin (FIL) was also among the underperformers, declining 2.9% from Monday.  ( 20 min )

This latest acquisition was made at an average purchase price of $103,234 per bitcoin.  ( 22 min )

Holdings of the stock by government bodies reflects a desire to gain bitcoin exposure where in some cases local regulators do not allow direct ownership, the report said.  ( 23 min )

STRK has risen more than bitcoin and the S&P 500 index while offering an attractive yield and differentiated market exposure.  ( 24 min )

Kraken is offering derivatives trading in digital assets, compliant with Europe's Markets in Financial Instruments Directive (MiFIDII).  ( 24 min )

Crypto traders are betting on Ethereum's ether to reach $6,000 by Dec. 26 through bull call spreads.  ( 23 min )

Supreme court justice Surya Kant and N Kotiswar Singh said that there is "parallel under-market" for crypto that can affect the economy.  ( 22 min )

Your day-ahead look for May 20, 2025  ( 36 min )

SOL shows strong momentum with institutional buying signals despite brief correction.  ( 22 min )

The stablecoin issuer took part in informal talks over a potential sale from which it was seeking at least $5 billion.  ( 22 min )

A presale for the Floki Minibot M1 AI robot, made by Rice Robotics, starts May 23, the same day TokenFi’s real-world asset tokenization module goes live.  ( 24 min )

The popular meme token shows remarkable resilience despite 80% of holders underwater on their investments.  ( 23 min )

Institutional interest grows as AAVE establishes new support levels amid broader crypto market strength.  ( 22 min )

Investor confidence rises as bitcoin holds above $100K and basis trade yields approach 9%, drawing strong institutional interest.  ( 24 min )

Bond markets are challenging the illusion of U.S. fiscal stability and safe have status. BTC and gold stand to gain.  ( 29 min )

KuCoin is exploring how it can accelerate crypto adoption by allowing users to easily spend it when carrying out day-to-day transactions  ( 20 min )

The crypto market's resilience contrasts with the decline in equities and gold following Moody's U.S. credit downgrade.  ( 22 min )

Stock of the little-known DigiAsia, a Singapore-based firm focused on the Southeast Asian market, surged more than 90% on news that it may build a bitcoin treasury reserve.  ( 23 min )

Early reporting data from CME showed a volume of 4 for standard contracts and 106 for micro contracts.  ( 24 min )

At least 60 Senators voted in favor of the GENIUS Act on Monday night.  ( 24 min )

After weeks of speculation among crypto enthusiasts and news outlets, Tron founder Justin Sun has claimed he owns the wallet that purchased the largest amount of Donald Trump’s memecoin, allowing him to qualify for a dinner and reception with the US president. In a May 19 X post, Sun said he had received an invitation to attend Trump’s dinner at his golf club outside Washington, DC, as part of a reward for the top 220 memecoin holders. The Tron founder claimed he controlled the top wallet on the TRUMP token leaderboard under the username “Sun,” which held roughly $19 million worth of the memecoin at a price of $13.20. According to Sun, he plans to network at the May 22 memecoin dinner, “talk crypto,” and “discuss the future” of the industry. It’s unclear why the Tron founder chose to annou…

Key takeaways: Bitcoin futures open interest hit a record $72 billion, signaling rising use of leverage among institutional investors. $1.2 billion in shorts at $107,000 to $108,000 are at risk of liquidation, boosting BTC’s breakout odds. The aggregate open interest in Bitcoin (BTC) futures surged to a record high on May 20, raising questions about whether bearish positions are now at risk. Despite repeated failures to break above the $107,000 level since May 18, the sheer volume of leveraged positions could propel Bitcoin to a new all-time high. Bitcoin futures aggregate open interest, USD. Source: CoinGlass The total open interest in BTC futures climbed to $72 billion on May 20, marking an 8% increase from $66.6 billion just a week earlier. Institutional demand continues to be a majo…

Key Takeaways: Ethereum is forming a bull flag on the daily chart, with a potential breakout above $3,600. If ETH reclaims the 2-week Gaussian Channel mid-line, a 90% rally could occur. Ethereum (ETH) price is consolidating between $2,400 and $2,750 on its daily chart, forming a bull flag pattern with sights on the $3,000 to $3,100 resistance zone. A bull flag is a continuation pattern that follows a sharp rally (black flagpole) to $2,730 from $1,900, with the current range forming the flag.  Ethereum 1-day chart. Source: Cointelegraph/TradingView A bullish breakout above $2,600 could target $3,600, which is calculated by adding the flagpole height to the breakout point, but the immediate key area of interest remains between the resistance range at $3,100-$3,000.  The 200-day exponentia…

Bancor, the creator of a smart contract-based automated market maker, is suing Uniswap for patent infringement, alleging the decentralized finance exchange has used its technology without permission and profited significantly from it. According to the May 20 announcement of the lawsuit, Bancor designed the technology in 2016 and patented it in January 2017. The technology underpins the “constant product automated market maker,” which involves using mathematics to add or withdraw resources from a liquidity pool. The application subsequently led to two issued patents. Bancor alleges that Uniswap used the invention to create its protocol, launched in November 2018. The two organizations are considered competitors in the sector of decentralized finance (DeFi). “When an organization continuousl…

Key takeaways: An end-of-month Bitcoin price close above $102,400 would set the highest monthly close ever, proving the bull market continues at a rapid pace. Over $3 billion in Bitcoin short positions are vulnerable above $107,000, creating a “liquidation magnet” that could send BTC price to new highs. Bitcoin (BTC) is 11 days from potentially setting its highest monthly candle close in history. After achieving a record weekly close of $106,407 on May 18, BTC could secure a new monthly high by closing above $102,400 this month. Bitcoin 1-month chart. Source: Cointelegraph/TradingView With respect to its current market trend, Bitcoin is inches away from a ‘price discovery’ period, as noted by crypto trader Jelle. Price discovery in this context refers to the process where buyers and sel…

Five years ago, Brian Armstrong wanted employees of his cryptocurrency exchange to refrain from expressing political views at work. Now, the Coinbase CEO seems to be open to involvement with Republican figures, including members of US President Donald Trump’s inner circle. In a May 13 X post, Armstrong said members of the Department of Government Efficiency (DOGE) team, spearheaded by Elon Musk, though not set up as an actual department, would be welcome to implement cost-cutting changes at Coinbase after leaving the US government. Armstrong offered to set up an accelerated onboarding process with the exchange, responding to an interview in which at least one DOGE staffer felt ostracized from Harvard University, where he had been enrolled. “If you are looking for your next mission after s…

Artificial intelligence platform Validation Cloud has launched a new large language model on the Hedera network, potentially giving decentralized finance users the ability to reach blockchain data in a more accessible way. The Mavrik-1 AI engine has been deployed on Hedera, with several other planned integrations expected during a public rollout later this year, Validation Cloud’s team told Cointelegraph.  The AI engine is designed to allow users to interact with DeFi protocols and access blockchain data through natural language queries without needing technical expertise or knowledge.  Mavrik-1 uses live onchain data trained for DeFi, stablecoins and other blockchain applications.  Hedera DeFi metrics, including total value locked (TVL), decentralized exchange volume and stablecoin activi…

US Securities and Exchange Commission (SEC) Paul Atkins appeared before lawmakers in one of his first hearings since becoming chair of the financial regulator, addressing questions about his plans for the cryptocurrency industry. In a May 20 hearing discussing oversight of the SEC, Atkins reiterated his pledge to make regulating digital assets a “key priority” while chair. In response to questions from North Carolina Representative Chuck Edwards, the SEC chair did not directly answer how much of the regulator’s funds were used to support the crypto task force headed by Commissioner Hester Peirce, and said its findings were “still under development.” “We should be having something here in the next few months with proposed steps forward,” said Atkins in response to the task force’s first report.  The SEC chair’s appearance at the oversight hearing was one of his first since being sworn into office in April. Nominated by Donald Trump, Atkins, also a former commissioner, was seen by many lawmakers and those in the digital asset industry as someone who could radically change the SEC’s approach to crypto.  This is a developing story, and further information will be added as it becomes available.

Argentine President Javier Milei has dissolved a task force established to investigate the fallout from LIBRA, the scandalous cryptocurrency project the head of state promoted on his social media channel before it crashed to zero.  The Investigative Task Force (ITU) was dissolved via a May 19 decree signed by Milei and Justice Minister Mariano Cúneo Libarona, government documents revealed.  “The Research Task Unit is dissolved” after completing its mandate, the translated version of the decree read. The task force is being dissolved despite pressure from opposition groups, which are seeking to activate an investigative commission as soon as May 20, local media outlet Clarin reported.  A screenshot of Milei’s tweet endorsing LIBRA. Source: TRM Labs Government officials established the UTI o…

Opinion by: Hatu Sheikh, founder of Coin Terminal Although blockchains and DApps are critical, crypto industry stakeholders often prioritize applications based on adoption principles and revenue distribution. DApps won't function without their underlying chains. The markets must uphold blockchains for long-term value generation. The value perspective is wrong  Blockchains and DApps should work collaboratively to coordinate their functions for better usability. Instead, analysts create a binary between chains and DApps based on Web2's structural frameworks. In “Fat Protocols,” Joel Monegro argued that value within the internet stack comprises "thin" protocols and "fat" applications. In other words, investing in the underlying protocol technologies like TCP/IP, HTTP, and SMTP gives lower ret…

US Senate Democrats are getting flak after they helped move stablecoin legislation ahead for discussion on the Senate floor. On May 19, 16 Democratic senators broke from the party line to pass a motion to invoke cloture, which will now set the bill up for debate on the Senate floor. Some of the same Democrats had held up the bill in early May when they withdrew support, citing corruption concerns over President Donald Trump’s cryptocurrency dealings. The bill’s opponents hailed lawmakers’ refusal to support it but were soon taken aback when the senators reversed their position. The lightly amended legislation contained no provisions regarding World Liberty Financial, the Trump family’s crypto venture. Some activists have said that the Democrats supporting the bill should be ousted in the u…

Robinhood submitted a 42-page proposal to the US Securities and Exchange Commission (SEC), calling for a national framework to regulate tokenized real-world assets (RWAs). The brokerage is seeking to modernize financial infrastructure by making tokenized assets legally equivalent to their traditional counterparts and enabling compliant onchain settlement, Forbes reported on May 20. In the proposal, Robinhood also revealed plans for creating the Real World Asset Exchange (RRE), a trading platform offering offchain trade matching and onchain settlement for efficiency and transparency. Robinhood is advocating for uniform federal standards to replace the patchwork of state-level securities regulations that currently apply. The platform would also integrate Know Your Customer (KYC) and Anti-Mon…

Cryptocurrency exchange Kraken announced the launch of regulated derivatives trading on its platform under the European Union’s Markets in Financial Instruments Directive (MiFID II). According to a May 20 announcement, Kraken’s perpetual and fixed maturity crypto futures contracts will be available for trading by retail and institutional customers in the European Economic Area (EEA). The announcement follows the exchange acquiring an MiFID license in early February through the acquisition of a Cypriot investment firm, approved by the Cyprus Securities and Exchange Commission. Kraken’s head of exchange, Shannon Kurtas, said, “Europe is one of the fastest-growing regions for digital asset trading and investment, with some of the most sophisticated and demanding clients and institutions.” He…

Circle co-founder and Catena Labs CEO Sean Neville has launched a project that aims to develop a financial institution that leverages artificial intelligence natively.  On May 20, Catena Labs, the company building an “AI-native financial institution,” announced that it secured $18 million in a funding round led by Andreessen Horowitz (a16z) Crypto, a16z’s crypto and Web3 venture capital arm.  Led by Neville, the company aims to realize its vision of a fully regulated financial institution for the AI economy. The company said it will be built for AI agents and human collaborators and will be operated by AI workers with human oversight and AI-specific risk management and compliance approaches.  Cointelegraph contacted Catena Labs to get more information about the project, but did not get an …

The German government missed out on more than $2 billion worth of Bitcoin profit after selling its holdings in 2024, according to blockchain intelligence firm Arkham. A “German Government (BKA)” labeled cryptocurrency wallet sold 49,858 Bitcoin (BTC) worth over $2.89 billion at an average price of $57,900 across multiple transactions during June and July in 2024. The decision to sell the Bitcoin early cost the German government over $2.35 billion, according to crypto intelligence platform Arkham. Source: Arkham  “If they had held it, their BTC would now be worth $5.24B,” Arkham said in a May 19 X post, noting that Bitcoin has risen more than 80% since the sale. At the time of publication, Bitcoin was trading at more than $104,700, according to CoinMarketCap data. Related: Justin Sun off…

Avalanche, Helix and Faculty Group have launched Fusion, a new blockchain ecosystem aimed at driving real-world adoption through modular infrastructure tailored to specific industries. Built on Avalanche, Fusion features a two-layer architecture that includes composers, customizable layer-1 networks and modules, which offer plug-and-play services like compute, identity and data oracles.  The team said this approach would be the answer for mainstream adoption, as they attempt to deliver “outcome-driven, domain-specific” blockchain-based economies.  “In order to achieve widespread adoption, our industry needs to shift from selling blockspace to delivering business value,” a Fusion spokesperson told Cointelegraph. They added that Fusion integrates economic alignment, network design and compo…

India’s Supreme Court has questioned the government’s lack of regulatory clarity on cryptocurrencies despite imposing taxes on digital assets like Bitcoin. According to Indian legal news outlet LawChakra, the country’s Supreme Court expressed concern over the growing use of Bitcoin (BTC) and other cryptocurrencies while remaining largely unregulated. “This is a whole parallel economy running with such coins and is a danger to the economy of the country,” Justice Surya Kant reportedly said during a recent hearing related to an ongoing investigation into a Bitcoin transaction. Kant further highlighted that while the government has implemented crypto taxation, it has failed to regulate the space. “If you can tax it at 30%, also please regulate it as you have recognised it by taxing it,” the j…

Binance has filed a motion to dismiss a $1.76 billion lawsuit brought by the FTX estate, accusing the defunct crypto exchange of trying to deflect blame for its own failure. Filed on May 16 in the Delaware Bankruptcy Court, Binance’s legal team called the suit “legally deficient,” stating that FTX’s collapse was not triggered by market manipulation or hostile action but by internal misconduct. “Plaintiffs are pretending that FTX did not collapse as the result of one of the most massive corporate frauds in history,” the filing said, pointing to Sam “SBF” Bankman-Fried’s conviction on seven counts of fraud and conspiracy. FTX’s estate alleges that Binance received billions in crypto during a 2021 buyback deal, funded improperly with customer assets. Binance rejects this claim, stating that “…

Bitcoin developer Ben Allen has received a $100,000 grant from investment firm Maelstrom to support the development of Payjoin, a privacy-focused tool aimed at improving Bitcoin’s scalability and privacy. According to a May 20 announcement shared with Cointelegraph, Maelstrom will finance Allen’s work on his Payjoin devkit alongside Dan Gould. The system allows Bitcoin (BTC) senders and receivers to use batched transactions, with positive implications for scalability and privacy. Payjoin Developer Kit’s website. Source: Payjoin Dev Kit Payjoin was first proposed by Nicolas Dorier in 2019 in Bitcoin improvement proposal (BIP) 78. The core principle behind the system is that both senders and receivers may contribute inputs to a transaction. “Namely that privacy is enhanced and improved conso…

Key takeaways: Bitcoin is nearing a golden cross that led to 45–60% price rallies in the recent past. Fundamentals like rising M2 supply and easing trade tensions support a bullish outlook. Bearish divergence and overbought conditions show there’s still a risk of BTC falling below $100,000. Bitcoin (BTC) will likely confirm a “golden cross” on its daily chart by the end of May, a technical pattern whose occurrences in recent years often preceded rallies. Source: Benjamin Cowen Previous golden crosses led to 45-60% BTC price rallies As of May 20, Bitcoin’s 50-day simple moving average (50-day SMA; the red wave) was eyeing a close above its 200-day SMA (the blue wave) for the first time since October 2024, forming a golden cross. BTC/USD daily price chart. Source: TradingView Previously,…

A recent data breach at crypto exchange Coinbase has raised concerns about user safety after hackers gained access to sensitive information, including home addresses. Coinbase, the world’s third-largest cryptocurrency exchange, confirmed that less than 1% of its transacting monthly users were affected in an attack that may cost the exchange up to $400 million in reimbursement expenses, Cointelegraph reported on May 15. However, the “human cost” of this data breach may be much higher for users, according to Michael Arrington, the founder of TechCrunch and Arrington Capital. “Very disappointed in Coinbase right now. Using the cheapest option for customer service has its price,” Arrington said in a May 20 X post, adding: “Something that has to be said though - this hack - which includes home …

South Korea’s Democratic Party leader Lee Jae-myung proposed creating a stablecoin tied to the Korean won to prevent capital outflows and strengthen national financial sovereignty. Speaking during a recent policy discussion, Lee argued that a won-based stablecoin would allow South Korea to retain wealth domestically while reducing reliance on foreign-issued digital assets like USDt (USDT) and USDC (USDC), according to The Korea Herald. Currently, South Korean law prohibits the issuance of domestic stablecoins, forcing local exchanges to rely on US dollar-based alternatives. Between January and March, crypto exchanges in the country recorded 56.8 trillion won ($40.8 billion) in asset outflows, nearly half of which were linked to foreign stablecoins, the report said. “We need to establish a …

The $330 million attack: A stark reminder of social engineering’s power A major crypto theft has sent shockwaves through the industry, with $330 million worth of Bitcoin (BTC) stolen. Experts say this was a social engineering attack and not a technical hack.  Investigations led by blockchain analyst ZachXBT suggest the victim was an elderly US citizen who was manipulated into granting access to their crypto wallet. On April 28, 2025, ZachXBT detected a suspicious transfer of 3,520 BTC, worth $330.7 million.  The stolen BTC was quickly laundered through more than six instant exchanges and converted into the privacy-oriented cryptocurrency Monero (XMR). Onchain analysis shows the victim had held over 3,000 BTC since 2017, with no previous record of s…

Genesis has launched a pair of lawsuits against its parent company, Digital Currency Group (DCG), and its CEO, Barry Silbert, accusing them of fraud, reckless mismanagement and siphoning more than a billion dollars in value from the now-bankrupt crypto lender. On May 19, the Delaware Court of Chancery unsealed a complaint detailing how DCG allegedly used Genesis as a corporate ATM, draining funds through self-serving loans and concealed transfers while presenting a false image of financial health. Through their court-appointed Litigation Oversight Committee (LOC), Genesis creditors claim that over a million digital coins — worth about $2.1 billion — were funneled away, even as Genesis edged toward collapse. As per the complaint, Genesis creditors are still owed around $2.2 billion worth of…

Key points: Bitcoin is not in line to cancel its attack on all-time highs, says the Bitcoin Fundamental Index (BFI). BTC price strength remains “intact,” says Swissblock Technologies, removing the risk of a double top. Historically, a return to within 10% of all-time highs delivers price discovery almost every time. Bitcoin (BTC) does not risk a “double top” bull market reversal with its trip past $107,000, new analysis says. In one of its latest X updates, private wealth manager Swissblock Technologies described BTC price strength as “intact.” BTC price indicator ignores double top “noise” Bitcoin shows “no signs of bearish divergence,” as seen through the lens of a basket of network indicators. Commenting on the latest signals from its Bitcoin Fundamental Index (BFI), Swissblock arg…

US President Donald Trump has signed a bill criminalizing nonconsensual artificial intelligence-generated deepfake porn, which also requires websites to take down any illicit images within 48 hours. Trump signed the bill into law on May 19, known as the TAKE IT DOWN Act, an acronym for Tools to Address Known Exploitation by Immobilizing Technological Deepfakes on Websites and Networks. The bill, backed by first lady Melania Trump, makes it a federal crime to publish, or threaten to publish, nonconsensual intimate images, including deepfakes, of adults or minors with the intent to harm or harass them. Penalties range from fines to prison. Source: Melania Trump Websites, online services, or apps must remove illegal content within 48 hours and establish a takedown process. Trump said in remar…

Shares in the Indonesian fintech firm DigiAsia Corp nearly doubled after the company said it plans to raise $100 million to seed its first of many Bitcoin buys. The Jakarta-based Nasdaq-listed company said on May 19 that its board of directors approved creating a Bitcoin (BTC) “treasury reserve” and it was “committing up to 50% of any net profits generated to fund the acquisition of BTC.” DigiAsia said it was also “actively exploring a capital raise of up to US$100 million” to kickstart its Bitcoin holdings and would look to earn yield on its holdings through means like lending and staking. DigiAsia said it had “initiated discussions with regulated partners” on yield strategies and managing its planned Bitcoin holdings. The company added that it was also assessing whether to offer conver…

The US Securities and Exchange Commission’s sole Democratic Commissioner has said the agency is “playing a game of regulatory Jenga” with its approach to the crypto industry and market regulation under the Trump administration. In May 19 remarks at the SEC Speaks event, Commissioner Caroline Crenshaw cautioned against what she described as a dangerous dismantling of “discrete but interrelated rules” on crypto and the wider market. She likened market stability to a “Jenga tower” that the agency’s rules had “carefully developed over the years,” which could topple if some rules were removed. In addition to a lamentable loss of staff, Crenshaw said the SEC has used staff guidance to effectively reverse rules without proper analysis or public comment, particularly around crypto “Our statements…

Crypto exchange Binance has asked a US federal judge to send all members of a class-action lawsuit alleging it sold securities to arbitration, arguing that the group waived their ability to form a class action under the company’s terms. The exchange said in a May 16 filing to a New York federal court that its terms of service, which it claimed the class group agreed to, has a clause that users agree to arbitrate all claims, along with a clause preventing users from launching class actions against the crypto exchange. “The Court should hold that Plaintiffs are required to arbitrate claims that accrued after Feb. 20, 2019, even if the Court adheres to its initial decision as to claims that accrued before then and that the class-action waiver in the 2019 Terms of Use is enforceable for all of…

Jamie Dimon, the CEO of JPMorgan, said his bank will soon allow its clients to buy Bitcoin, but it won’t custody the cryptocurrency. “We are going to allow you to buy it,” Dimon said at JPMorgan’s annual investor day on May 19. “We’re not going to custody it. We’re going to put it in statements for clients.” CNBC reported that Dimon also remarked on his long-held skepticism about crypto assets, pointing to their use in money laundering, sex trafficking and terrorism. “I don’t think you should smoke, but I defend your right to smoke. I defend your right to buy Bitcoin,” he said. Michael Saylor comments on Dimon’s announcement. Source: Michael Saylor JPMorgan will offer clients access to Bitcoin (BTC) exchange-traded funds (ETFs), CNBC reported, citing sources familiar with the situation. Until now, the firm has limited its crypto exposure primarily to futures-based products, not direct ownership of digital assets. Related: Morgan Stanley advisers can officially pitch Bitcoin ETFs JPMorgan rival Morgan Stanley has also moved to offer spot Bitcoin ETFs to qualifying clients. Spot Bitcoin ETFs in the US have seen significant adoption, with almost $42 billion in total aggregate inflows since they launched in January 2024.  Dimon’s Bitcoin bashing history Dimon has long been skeptical of Bitcoin, labeling it a scam that he had no interest in buying in 2018 and calling it “worthless” during the 2021 crypto bull market. “I’ve always been deeply opposed to crypto, Bitcoin, etc.,” he said during a Senate Banking Committee hearing in 2023. “The only true use case for it is criminals, drug traffickers, money laundering, tax avoidance.” “If I were the government, I’d close it down,” he said. At the 2024 World Economic Forum in Davos, Switzerland, Dimon said Bitcoin “does nothing. I call it the pet rock,” which came after the asset topped $100,000 for the first time.   Magazine: Arthur Hayes $1M Bitcoin tip, altcoins ‘powerful rally’ looms: Hodler’s Digest

The US Senate has voted to advance a key stablecoin-regulating bill after Democrat Senators blocked an attempt to move the bill forward earlier in May over concerns about President Donald Trump’s sprawling crypto empire. A key procedural vote on the Guiding and Establishing National Innovation for US Stablecoins Act, or GENIUS Act, passed in a 66-32 vote on May 20. Several Democrats changed their votes to pass the motion to invoke cloture, which will now set the bill up for debate on the Senate floor. Republican Senator Cynthia Lummis, one of the bill’s key backers, said on May 15 that she thinks it's a “fair target” to have the GENIUS Act passed by May 26 — Memorial Day in the US. The US Senate voted 66-32 to advance debate on the GENIUS stablecoin bill. Source: US Senate The GENIUS Act was introduced on Feb. 4 by US Senator Bill Hagerty and seeks to regulate the nearly $250 billion stablecoin market — currently dominated by Tether (USDT) and Circle’s USDC (USDC). The bill requires stablecoins be fully backed, have regular security audits and approval from federal or state regulators. Only licensed entities can issue stablecoins, while algorithmic stablecoins are restricted. Several Democratic senators withdrew support for the bill on May 8, blocking a motion to move it forward, citing concerns over potential conflicts of interest involving Trump’s crypto ventures and anti-money laundering provisions. Related: Circle plans IPO but talks with Ripple, Coinbase could lead to sale: Report The bill was revised soon after to receive enough bipartisan support to proceed to a vote. Hagerty’s stablecoin bill builds on the discussion draft he submitted for former Representative Patrick McHenry’s Clarity for Payment Stablecoins Act in October. Magazine: Crypto wanted to overthrow banks, now it’s becoming them in stablecoin fight

Anza, a Solana blockchain infrastructure firm spun out of Solana Labs, has proposed a new proof-of-stake consensus called Alpenglow that it claims would be “the biggest change to Solana’s core protocol” and compete with current internet infrastructure. “We believe that the release of Alpenglow will be a turning point for Solana. Alpenglow is not only a new consensus protocol, but the biggest change to Solana’s core protocol since, well, ever,” Anza’s Quentin Kniep, Kobi Sliwinski and Roger Wattenhofer said on May 19. Alpenglow consists of Votor, which processes voting transactions and block finalization logic, and Rotor, a data dissemination protocol that would replace Solana’s proof-of-history timestamping system and aim to reduce the time it takes for all nodes to agree on the network st…

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